{"version":"v1.1","generated_at":"2026-09-17T09:17:36.758Z","graph_count":316,"graphs":[{"graph_id":"beauty-goes-digital-state-of-global-beauty-in-2026","name":"NIQ Beauty Graph","description":"Fodda's interpretation of Nielsen's public research into the beauty industry's digital transformation.","curator":"Tara James Taylor","curator_url":"","domain":"Beauty Industry","version":"2026-Q1","graph_type":"industry report","graph_sub_type":"Living Graph","verticals":["Beauty"],"topics":["beauty tech","consumer behavior","digital transformation","retail & e","commerce","wellness","marketing & branding"],"trend_count":6,"evidence_count":20,"last_synced":"2026-06-27T15:24:42.945Z","status":"live","deprecated":false,"last_updated":"2026-06-27","published_date":"2026-02-04","webpage_url":"https://www.fodda.ai/graphs/beauty-goes-digital-state-of-global-beauty-in-2026","is_playground":false,"headline":"Fodda's interpretation of Nielsen's public research into the beauty industry's digital transformation.","subhead":"","geography":["Global"],"company":"NielsenIQ","available_as":"","icon_url":"","portrait_url":"https://api.fodda.ai/v1/images/proxy?url=https%3A%2F%2Fv5.airtableusercontent.com%2Fv3%2Fu%2F57%2F57%2F1789646400000%2FYkGvUmUaCQWIldXn1L1Dzg%2F9swGa66Vr88nKyiczPTNfKTujZNQogMtXGHEUdULRUQzoyBsAj1pFs5REPgIrvILDYtvLolo7Rc64BQqz--P98QLieQ7y2zOSOhZLYfbdFVw1pN2xd1MJS0zNcqNOQWCerHD6-WvKntm31TcKS8rZQ%2FP00r8ypV3IdgW41zKdrA89TZGRrowwQEZ0u4YC3qla8","source_url":"","example_queries":["What is Global Meets Local?","How is Global Meets Local evolving?","What is Premiumization vs. Affordability?","How is Premiumization vs. Affordability evolving?","What is AI and Digital First Beauty?","How is AI and Digital First Beauty evolving?"],"price_per_query":null,"what_it_does":"This graph provides a strategic overview of the global beauty industry's trajectory towards 2026, detailing the critical shifts driven by digital technology and evolving consumer expectations. 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Use graph ID: accenture-agentic-commerce-trends","what_contains":"","agent_prompt":null,"skill_phase":null,"skill_tool_name":null,"report_analysis":{"thesis":"Agentic commerce is fundamentally reshaping retail, compelling brands to proactively adapt operations, marketing, and data strategies to cater to AI agents that increasingly mediate consumer purchase decisions and demand unique engagement.","why_it_matters":"Leaders must recognize that AI agents are becoming critical audiences and decision-makers, redefining brand visibility and supply chain demands. Proactive integration of AI across operations, talent, and data is crucial to secure market share, reduce costs, protect margins, and avoid high transaction abandonment rates in this volatile, AI-mediated commerce landscape.","sharpest_signal":"The imperative for brands to shift their strategic focus from optimizing for human search engines to directly targeting and becoming the 'Agent of Choice' for AI agents.","best_evidence":["Accenture's research indicates that executives believe AI agents will become a primary audience for content, surpassing even search engines within three years.","A study indicates that close to half of U.S. consumers would rather utilize an AI tool specific to a retailer or brand for holiday shopping, as opposed to using a horizontal platform."],"discriminative_summary":"This graph uniquely details the operational, talent, and data structure transformations required for brands to thrive as 'Agents of Choice' in an AI-mediated commerce ecosystem where AI agents become a primary content audience."},"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"newzoo-global-games-market-outlook","name":"Newzoo Global Games Market Outlook","description":"Newzoo forecasts the 2026 global games market, highlighting growth drivers, platform-specific trends, and evolving monetization strategies.","curator":"Michiel Buijsman","curator_url":"https://newzoo.com/reports/newzoo-s-global-games-market-report-2026","domain":"Media & Entertainment","version":"2026-Q2","graph_type":"industry report","graph_sub_type":null,"verticals":[],"topics":["sport","media","technology","advertising","culture"],"trend_count":8,"evidence_count":9,"last_synced":"2026-09-16T16:47:54Z","status":"live","deprecated":false,"last_updated":"2026-09-16","published_date":"2026-09-01","webpage_url":"https://www.fodda.ai/graphs/newzoo-global-games-market-outlook","is_playground":false,"headline":"Newzoo forecasts the 2026 global games market, highlighting growth drivers, platform-specific trends, and evolving monetization strategies.","subhead":"","geography":"","company":"Newzoo","available_as":"","icon_url":"","portrait_url":"","source_url":"","example_queries":["What is Global Market Expansion?","How is Global Market Expansion evolving?","What is Mobile Monetization Depth?","How is Mobile Monetization Depth evolving?","What is Console Market Rebound?","How is Console Market Rebound evolving?"],"price_per_query":null,"what_it_does":"A structured way to understand Media & Entertainment, curated by Michiel Buijsman. Covers trends like Global Market Expansion, Mobile Monetization Depth, Console Market Rebound.","key_features":"8 trends across advertising, culture, media, sport, technology, backed by 9 real-world examples.","by_the_numbers":"8 trends, 9 evidence items","for_teams_like":"Advertising strategy, creative, and media teams. Cultural strategy, brand purpose, and insights teams. Media strategy, content, and distribution teams","how_to_access":"Available via MCP, API, and Chat. Use graph ID: newzoo-global-games-market-outlook","what_contains":"Trend, Article connected by USES_TECHNOLOGY, IN_INDUSTRY, IN_SECTOR, EVIDENCE_FOR, FEATURES_BRAND, TARGETS_AUDIENCE, CONTAINS_TREND, CONTAINS_ARTICLE\n","agent_prompt":null,"skill_phase":null,"skill_tool_name":null,"report_analysis":{"thesis":"The global games market is projected to reach $213.9 billion by 2026, with growth increasingly driven by deeper monetization of existing players and strategic platform-specific adaptations rather than new user acquisition.","core_tension":"While the global games market continues its expansion, a fundamental tension emerges from declining new player acquisition against robust revenue growth, forcing publishers to strategically pivot from chasing new installs to extracting deeper value from maturing, existing audiences across diverse platforms.","why_it_matters":"Leaders must recognize this strategic inflection point to sustain growth, necessitating a shift in investment towards advanced monetization models, localized content, and mature IP engagement. Success hinges on understanding platform-specific dynamics—mobile's deep monetization, PC's resilience, and console's reacceleration—to optimize resource allocation and capture market share in a player-centric economy.","sharpest_signal":"Shifting Market Growth Relies on Existing Audience Monetization","best_evidence":["The global games market is projected to reach $213.9 billion in 2026, marking a 6.1% year-over-year increase. The player base is forecast at 3.70 billion (+4.4% YoY) with 1.65 billion spenders (+4.7% YoY), demonstrating growth driven more by monetization depth than new player acquisition.","Mobile game revenue is increasingly decoupling from new installs, driven instead by deeper monetization of existing players. Downloads globally declined by 25% year-over-year in H1 2026 (AppTweak), while revenue substantially grew."],"discriminative_summary":"This graph provides unique, forward-looking insights into the 2026 global games market, detailing revenue forecasts by platform and region, and highlighting the critical strategic shift from player acquisition to monetization depth.","matched_human_twin_slug":"juana-manso","expert_stance_quote":"This report powerfully illustrates the media industry's enduring truth: sustainable growth lies not just in expanding reach, but in deepening engagement and economic autonomy within existing communities. The pivot to enhanced monetization, particularly in mobile and through strategic localization, directly aligns with the imperative for publishers to build robust, self-sustaining economies around their content, ensuring both creative vitality and financial resilience.","cross_graph_signals":[{"graph_id":"king-mobile-games-impact-europe","signal_type":"validates","connection_summary":"This signal validates the Newzoo report's emphasis on mobile gaming's substantial revenue contribution and growth, reinforcing its dominant position in the global market.","source_case_study":"King"},{"graph_id":"king-mobile-games-impact-europe","signal_type":"validates","connection_summary":"This signal from King directly supports Newzoo's forecast that mobile games will account for 57% of total global game revenue in 2026, confirming mobile's continued market dominance.","source_case_study":"King"},{"graph_id":"king-mobile-games-impact-europe","signal_type":"validates","connection_summary":"This signal provides further regional evidence of mobile game revenue growth, supporting Newzoo's overall trend of increasing monetization in the mobile segment, specifically within Europe.","source_case_study":"King"}]},"core_tension":"While the global games market continues its expansion, a fundamental tension emerges from declining new player acquisition against robust revenue growth, forcing publishers to strategically pivot from chasing new installs to extracting deeper value from maturing, existing audiences across diverse platforms.","matched_human_twin_slug":"juana-manso","expert_stance_quote":"This report powerfully illustrates the media industry's enduring truth: sustainable growth lies not just in expanding reach, but in deepening engagement and economic autonomy within existing communities. The pivot to enhanced monetization, particularly in mobile and through strategic localization, directly aligns with the imperative for publishers to build robust, self-sustaining economies around their content, ensuring both creative vitality and financial resilience.","cross_graph_signals":[{"graph_id":"king-mobile-games-impact-europe","signal_type":"validates","connection_summary":"This signal validates the Newzoo report's emphasis on mobile gaming's substantial revenue contribution and growth, reinforcing its dominant position in the global market.","source_case_study":"King"},{"graph_id":"king-mobile-games-impact-europe","signal_type":"validates","connection_summary":"This signal from King directly supports Newzoo's forecast that mobile games will account for 57% of total global game revenue in 2026, confirming mobile's continued market dominance.","source_case_study":"King"},{"graph_id":"king-mobile-games-impact-europe","signal_type":"validates","connection_summary":"This signal provides further regional evidence of mobile game revenue growth, supporting Newzoo's overall trend of increasing monetization in the mobile segment, specifically within Europe.","source_case_study":"King"}]},{"graph_id":"william-morris","name":"William Morris","description":"Leader of the Arts & Crafts movement, poet, and designer diagnosing craft integrity, joyful labor, the ethical boundaries of automation, and the critique of disposable consumerism.","curator":"Public Domain Canon / Fodda Editorial","curator_url":"","domain":"Labor Philosophy & Craft Ethics","version":"2026-Q1","graph_type":"expert","graph_sub_type":"Classic Digital Twin","verticals":[],"topics":["craft","design","manufacturing","technology ethics","labor philosophy","sustainability"],"trend_count":4,"evidence_count":15,"last_synced":"2026-08-25T21:29:52.429Z","status":"live","deprecated":false,"last_updated":"2026-08-25","published_date":"2026-08-25","webpage_url":null,"is_playground":false,"headline":"Leader of the Arts & Crafts movement, poet, and designer diagnosing craft integrity, joyful labor, the ethical boundaries of automation, and the critique of disposable consumerism.","subhead":"","geography":"","company":"","available_as":"","icon_url":"","portrait_url":"","source_url":"","example_queries":["How does your principle of \"the proper sphere of machinery\" (automating irksome toil while reserving pleasurable craft for human hands) guide modern AI product design?","In what ways does the global \"cheap production monster\" create shoddy, disposable products and degrade worker happiness?","Why is the \"reward of creation\" the true primary driver of excellence in open-source software and artisanal making?","How can modern brands transition away from the \"sprawling mess of commercialism\" toward enduring, human-scale material culture?"],"price_per_query":null,"what_it_does":"","key_features":"","by_the_numbers":"4 trends, 15 evidence cards","for_teams_like":"","how_to_access":"Available via MCP, API, and Chat. Use graph ID: william-morris","what_contains":"","agent_prompt":"CRITICAL: Use this graph when the user is analyzing craft integrity vs. industrial mass production, the proper boundaries of AI automation, the human experience of creative labor, anti-fast-fashion ethics, or open-source gift economies. This graph provides William Morris's foundational Arts & Crafts and utopian socialist frameworks from News from Nowhere (1890) and Hopes and Fears for Art to diagnose joyful labor and material dignity.","skill_phase":null,"skill_tool_name":null,"report_analysis":null,"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"pdok_bag","name":"Dutch Building Intelligence","description":"Building stock, construction years, surface areas, and usage types for Dutch postcode areas from PDOK/Kadaster.","curator":"PDOK / Kadaster (BAG)","curator_url":"https://www.pdok.nl/","domain":"","version":"2026-Q1","graph_type":"supplemental","graph_sub_type":null,"verticals":[],"topics":["real estate","construction","architecture","netherlands","infrastructure"],"trend_count":0,"evidence_count":0,"last_synced":null,"status":"live","deprecated":false,"last_updated":null,"published_date":null,"webpage_url":null,"is_playground":false,"headline":"Building stock, construction years, surface areas, and usage types for Dutch postcode areas from PDOK/Kadaster.","subhead":"","geography":["Netherlands"],"company":"PDOK / Kadaster (BAG)","available_as":"","icon_url":"","portrait_url":"","source_url":"https://www.pdok.nl/","example_queries":[],"price_per_query":null,"what_it_does":"Provides building stock, construction years, surface areas, and usage types for Dutch postcode areas from PDOK and BAG.","key_features":"Building stock, construction years, surface areas, and usage types.","by_the_numbers":"Building data across Dutch postcode areas.","for_teams_like":"Real estate, construction, and planning teams.","how_to_access":"","what_contains":"","agent_prompt":null,"skill_phase":null,"skill_tool_name":null,"report_analysis":null,"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"sun-tzu","name":"Sun Tzu (Sun Wu)","description":"Ancient Chinese general and military strategist diagnosing asymmetric positioning, winning without fighting, information foreknowledge, and fluid adaptability.","curator":"Public Domain Canon / Fodda Editorial","curator_url":"","domain":"Strategic Positioning & Conflict Avoidance","version":"2026-Q1","graph_type":"expert","graph_sub_type":"Classic Digital Twin","verticals":[],"topics":["competitive strategy","strategic positioning","cybersecurity","market intelligence","risk management","leadership"],"trend_count":6,"evidence_count":15,"last_synced":"2026-08-25T21:33:31.527Z","status":"live","deprecated":false,"last_updated":"2026-08-25","published_date":"2026-08-25","webpage_url":null,"is_playground":false,"headline":"Ancient Chinese general and military strategist diagnosing asymmetric positioning, winning without fighting, information foreknowledge, and fluid adaptability.","subhead":"","geography":"","company":"","available_as":"","icon_url":"","portrait_url":"","source_url":"","example_queries":["Why did you define \"Supreme Excellence\" as breaking the enemy's resistance without fighting, and how does this govern competitive product positioning?","How does your principle that \"military tactics are like unto water\" model agile software development and bypassing entrenched incumbent moats?","Why is \"foreknowledge\" essential for strategic victory, and why did you insist that it must be obtained from real human intelligence rather than speculation?","How does your warning against \"prolonged warfare\" guide startup burn-rate management and engineering refactor timelines?"],"price_per_query":null,"what_it_does":"","key_features":"","by_the_numbers":"6 trends, 15 evidence cards","for_teams_like":"","how_to_access":"Available via MCP, API, and Chat. Use graph ID: sun-tzu","what_contains":"","agent_prompt":"CRITICAL: Use this graph when the user is analyzing competitive strategy, asymmetric positioning, winning without costly battles (\"supreme excellence\"), market timing and agility (fluidity like water), information asymmetry and intelligence (foreknowledge and telemetry), strategic deception, or avoiding prolonged attrition and high burn rates. This graph provides Sun Tzu's timeless military and strategic frameworks from The Art of War (trans. Lionel Giles) to diagnose competitive advantage, resource economy, and conflict avoidance.","skill_phase":null,"skill_tool_name":null,"report_analysis":null,"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"cbs_buurt","name":"Dutch Neighbourhood Intelligence","description":"Neighbourhood-level demographics, property values, and income data for ~13,000 areas across the Netherlands from CBS.","curator":"Statistics Netherlands (CBS) — Neighbourhoods","curator_url":"https://www.cbs.nl/","domain":"","version":"2026-Q1","graph_type":"supplemental","graph_sub_type":null,"verticals":[],"topics":["demographics","real estate","income","netherlands","local intelligence"],"trend_count":0,"evidence_count":0,"last_synced":null,"status":"live","deprecated":false,"last_updated":null,"published_date":null,"webpage_url":null,"is_playground":false,"headline":"Neighbourhood-level demographics, property values, and income data for ~13,000 areas across the Netherlands from CBS.","subhead":"","geography":["Netherlands"],"company":"Statistics Netherlands (CBS) — Neighbourhoods","available_as":"","icon_url":"","portrait_url":"","source_url":"https://www.cbs.nl/","example_queries":[],"price_per_query":null,"what_it_does":"Provides neighborhood-level demographics, property values, and income data for the Netherlands from CBS.","key_features":"Demographics, property values, and income across ~13,000 Dutch areas.","by_the_numbers":"Neighborhood demographics and property values across roughly 13,000 Dutch areas.","for_teams_like":"Real estate, site selection, and market research teams.","how_to_access":"","what_contains":"","agent_prompt":null,"skill_phase":null,"skill_tool_name":null,"report_analysis":null,"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"edelman-marketing","name":"Edelman Marketing Graph","description":"Fodda's analysis of Edelman's research into marketing trends and transformation","curator":"Edelman","curator_url":"","domain":"Marketing & Communications","version":"2026-Q1","graph_type":"industry report","graph_sub_type":"Living Graph","verticals":["Marketing"],"topics":["advertising","culture","media","technology"],"trend_count":26,"evidence_count":116,"last_synced":"2026-05-06T02:39:18.444Z","status":"live","deprecated":false,"last_updated":"2026-04-28","published_date":"2026-01-01","webpage_url":"https://www.fodda.ai/graphs/edelman-marketing","is_playground":false,"headline":"Fodda's analysis of Edelman's research into marketing trends and transformation","subhead":"","geography":["Global"],"company":"Edelman","available_as":"","icon_url":"","portrait_url":"https://api.fodda.ai/v1/images/proxy?url=https%3A%2F%2Fv5.airtableusercontent.com%2Fv3%2Fu%2F57%2F57%2F1789646400000%2FDOzOuS2wHwegP-vlX_O8hw%2FfpO8bFS8ZFYFWYtBbviQw3i5f_Vmx6azapY6if4LeEsLJUwEvYt-k_uCNiWlg8gBoc5aYcs4CeL7OORr3YuCJdkVylVFEH6tJlz0n_UTONnBmXdXUcG0DEA9aVdAkGJ6y2aj10JGvfPmghpza_Qv-Q%2F_u_XqYDKIS6IFwIB4hqqS0s-JChweNXhpckxlVSfJBA","source_url":"","example_queries":[],"price_per_query":null,"what_it_does":"A living knowledge graph of Edelman's trust and communications research. Combines insights across multiple reports to provide a continuously updated view of how trust shapes marketing strategy.\n\nSources analyzed: Tipping Points 2026.","key_features":"Trust research, brand communications intelligence, marketing strategy signals.","by_the_numbers":"20 trends, 105 evidence items","for_teams_like":"Marketing strategy, brand communications, and growth teams.","how_to_access":"Available via MCP, API, and Chat. Use graph ID: edelman-marketing","what_contains":"Article, Trend connected by EVIDENCE_FOR, USES_TECHNOLOGY, IN_INDUSTRY, IN_SECTOR, TARGETS_AUDIENCE, SEMANTICALLY_SIMILAR, FEATURES_BRAND, CONTAINS_TREND, CONTAINS\\_ARTICLE\n","agent_prompt":"CRITICAL: Use this graph for understanding the emerging cultural reactions against mainstream digital life, including the return to privacy, the rejection of 'hustle culture,' and the search for more meaningful, tangible experiences. It's essential for brand strategists, product innovators, and marketers looking to align with the next wave of consumer sentiment.","skill_phase":null,"skill_tool_name":null,"report_analysis":{"thesis":"A significant societal pivot is underway, marked by a widespread digital retreat towards private connections and localized trust, driven by wellness burnout and anxieties surrounding AI and economic uncertainty.","why_it_matters":"Leaders must pivot engagement strategies towards fostering authentic, long-term trust and community in real-world or private digital spaces. Ignoring this shift risks alienating consumers wary of performative digital interactions, particularly as confidence in health decisions declines and AI anxieties persist.","sharpest_signal":"Digital Retreat & Quiet Connections","best_evidence":["One third of social media users posted less this year than last year.","The people who spent the last two decades building 'digital selfhoods' everywhere from online communities to dating apps are choosing not to. Instead, they're seeking connection, community and fun away from the Internet."],"discriminative_summary":"This graph offers a strategic forecast of how evolving consumer behaviors, particularly a profound shift away from public digital engagement, will redefine trust and community dynamics by 2026."},"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"wef-sport","name":"World Economic Forum Sports Graph","description":"Fodda's interpretation of the WEF's published research into sports and its role.","curator":"World Economic Forum","curator_url":"","domain":"Sports","version":"2026-Q1","graph_type":"industry report","graph_sub_type":"Living Graph","verticals":["Sports"],"topics":["culture","sport","sustainability"],"trend_count":12,"evidence_count":45,"last_synced":"2026-04-28T04:18:17.483Z","status":"live","deprecated":false,"last_updated":"2026-04-28","published_date":"2026-01-15","webpage_url":"https://www.fodda.ai/graphs/world-economic-forum-sports","is_playground":false,"headline":"Fodda's interpretation of the WEF's published research into sports and its role.","subhead":"","geography":["Global"],"company":"World Economic Forum","available_as":"","icon_url":"","portrait_url":"https://api.fodda.ai/v1/images/proxy?url=https%3A%2F%2Fv5.airtableusercontent.com%2Fv3%2Fu%2F57%2F57%2F1789646400000%2FvXLLxbhl0brzcWHUShMtbQ%2FtNX6QgPyOjvERfavJ5f2Yjw-l7B43u1eovsaLn0ptcn2DMJgi1Lz3_BiL8bRWLje8MjkhrSgIA8p35WO1eF1eszVemd51rbTeg9M8ekiOUn7DhH60tWuY_oyuXkY5nRejzR1wZ8KixYNI_k-ArHcbw%2FvgIbZTj89hXtDtUu0r-CMao0BUrII9fUDqqtG4gQVC0","source_url":"","example_queries":["What is Design Sporting Infrastructure for Community Well-Being and Environmental Resilience?","How is Design Sporting Infrastructure for Community Well-Being and Environmental Resilience evolving?","What is Leverage Green and Blue Spaces As Sporting Assets?","How is Leverage Green and Blue Spaces As Sporting Assets evolving?","What is Mobilize Investment Partnerships Across the Capital Ecosystem?","How is Mobilize Investment Partnerships Across the Capital Ecosystem evolving?"],"price_per_query":null,"what_it_does":"A living knowledge graph of World Economic Forum sports research.\n\nSources analyzed: WEF Sports Graph.","key_features":"Sports industry trends, fan engagement, sponsorship innovation.","by_the_numbers":"12 trends, 45 evidence items","for_teams_like":"Sports marketing, sponsorship, and fan engagement teams.","how_to_access":"Available via MCP, API, and Chat. Use graph ID: wef-sport","what_contains":"Trend, Article connected by IN_INDUSTRY, IN_SECTOR, SEMANTICALLY_SIMILAR, USES_TECHNOLOGY, TARGETS_AUDIENCE, FEATURES_BRAND, CONTAINS_TREND, CONTAINS_ARTICLE\n","agent_prompt":"CRITICAL: Use this graph for understanding the intersection of the global sports economy with environmental sustainability and social equity. It provides insights into key growth drivers, investment opportunities, and sustainability challenges facing the sports industry.","skill_phase":null,"skill_tool_name":null,"report_analysis":{"thesis":"The sports economy is transforming into a powerful engine for inclusive growth and environmental sustainability, attracting significant investment through strategic partnerships and innovative infrastructure development.","why_it_matters":"Leaders in the sports industry and related sectors must recognize sports as a burgeoning asset class with significant investment potential, particularly in areas aligning with environmental sustainability and social inclusivity. Prioritizing green infrastructure, water stewardship, and gender equity not only strengthens business resilience and brand value but also unlocks new market opportunities and fosters long-term community engagement.","sharpest_signal":"Emergence of Sports As an Asset Class","best_evidence":["Monarch Collective, a $250 million fund, is the first exclusively dedicated to investing in women's sport.","Scaling dry hockey turf technology across approximately 2,000 water-based pitches worldwide could save an estimated 7.6 billion litres of water annually."],"discriminative_summary":"This graph uniquely frames the evolving sports economy as a strategic investment sector, driven by a dual imperative for environmental sustainability and inclusive social impact."},"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"fbi_crime","name":"US Crime Intelligence","description":"FBI crime rates by state: violent crime, property crime, homicide trends from FBI Crime Data Explorer.","curator":"FBI Crime Data Explorer","curator_url":"https://cde.ucr.cjis.gov/","domain":"","version":"2026-Q1","graph_type":"supplemental","graph_sub_type":null,"verticals":[],"topics":["public safety","crime","government","demographics"],"trend_count":0,"evidence_count":0,"last_synced":null,"status":"live","deprecated":false,"last_updated":null,"published_date":null,"webpage_url":null,"is_playground":false,"headline":"FBI crime rates by state: violent crime, property crime, homicide trends from FBI Crime Data Explorer.","subhead":"","geography":["United States"],"company":"FBI Crime Data Explorer","available_as":"","icon_url":"","portrait_url":"","source_url":"https://cde.ucr.cjis.gov/","example_queries":[],"price_per_query":null,"what_it_does":"Provides US crime rates by state from the FBI Crime Data Explorer.","key_features":"Violent crime, property crime, and homicide trends by state.","by_the_numbers":"State-level US crime statistics covering violent crime, property crime, and homicide.","for_teams_like":"Safety, risk, and market analysis teams.","how_to_access":"","what_contains":"","agent_prompt":null,"skill_phase":null,"skill_tool_name":null,"report_analysis":null,"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"nielseniq-world-data-lab-consumer-polarization-trends","name":"NielsenIQ & World Data Lab Consumer Polarization Trends","description":"Global consumption is polarized by upgrade and price-constrained mindsets, not demographics, requiring tailored strategies to capture growth.","curator":"Ramon Melgarejo, Wolfgang Fengler","curator_url":"https://www.weforum.org/publications/50-investible-opportunities-for-a-new-nature-economy-insight-report/","domain":"Consumer Goods","version":"2026-Q2","graph_type":"industry report","graph_sub_type":null,"verticals":[],"topics":["retail","food","consumer","goods","technology","advertising","culture"],"trend_count":10,"evidence_count":15,"last_synced":"2026-08-28T16:20:16.527Z","status":"live","deprecated":false,"last_updated":"2026-08-28","published_date":"2026-01-01","webpage_url":"https://www.fodda.ai/graphs/nielseniq-world-data-lab-consumer-polarization-trends","is_playground":false,"headline":"Global consumption is polarized by upgrade and price-constrained mindsets, not demographics, requiring tailored strategies to capture growth.","subhead":"","geography":"","company":"NielsenIQ, World Data Lab","available_as":"","icon_url":"","portrait_url":"https://api.fodda.ai/v1/images/proxy?url=https%3A%2F%2Fv5.airtableusercontent.com%2Fv3%2Fu%2F57%2F57%2F1789646400000%2FGB3o_Aih4XFN3KRYQMrJuQ%2F62WVD5I01NVD9YLAbEAk0ahj21aZkOThLR-Kv-2M6eRb64Ufg9nieGRfDFIXbVGDwtCpdM1L-Hb0W1iTpgTHomZxGpT3MhfR72bjzdMyjbhLt1AOUobqOwgfvkr94cbvpib48NyunxesOJkTR6eFbg%2F9Lmb5dvrRU0d_fYCAtOQLH8DTWbT8vX2Xaof12BzGdM","source_url":"","example_queries":["What is Justified Value Seeking?","How is Justified Value Seeking evolving?","What is Middle Market Erosion?","How is Middle Market Erosion evolving?","What is Selective Premiumization?","How is Selective Premiumization evolving?"],"price_per_query":null,"what_it_does":"A structured way to understand Consumer Goods, curated by Ramon Melgarejo, Wolfgang Fengler. Covers trends like Justified Value Seeking, Middle Market Erosion, Selective Premiumization.","key_features":"10 trends across advertising, consumer-goods, culture, food, retail, technology, backed by 15 real-world examples.","by_the_numbers":"10 trends, 15 evidence items","for_teams_like":"Advertising strategy, creative, and media teams. CPG strategy, household brands, and product innovation teams. Cultural strategy, brand purpose, and insights teams","how_to_access":"Available via MCP, API, and Chat. Use graph ID: nielseniq-world-data-lab-consumer-polarization-trends","what_contains":"Trend, Article connected by IN_INDUSTRY, IN_SECTOR, TARGETS_AUDIENCE, USES_TECHNOLOGY, EVIDENCE_FOR, CONTAINS_TREND, CONTAINS\\_ARTICLE\n","agent_prompt":null,"skill_phase":null,"skill_tool_name":null,"report_analysis":{"thesis":"Global consumer spending is polarizing into 'upgrade' and 'price-constrained' mindsets, not purely by demographics, creating a barbell-shaped market where growth concentrates at the premium and value extremes, squeezing undifferentiated middle-tier products.","why_it_matters":"Leaders must discard traditional demographic-based strategies and instead develop precise playbooks to capture growth by either earning upgrades, winning on value, or defending staple categories. Failing to adapt to this 'middle market erosion' and the dual challenge from private labels across all tiers risks significant market contraction, especially in challenging economic environments.","sharpest_signal":"Middle Market Erosion","best_evidence":["By 2026, affluent consumers are projected to account for $35.9 trillion in global spending, slightly surpassing the $31.6 trillion spent by the much larger core consumer population.","China's FMCG market experienced a significant decline of 30.2% by April 2026, making the middle-market challenge more acute. In this contracting environment, products lacking a clear premium or value proposition are most vulnerable."],"discriminative_summary":"This graph uniquely highlights that consumer polarization is driven by value-perception mindsets across generations rather than solely demographics, and quantifies the severe market contraction risks for middle-tier products, especially in key regions."},"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"pinterest-home","name":"Pinterest Home & Living Trends Graph","description":"Fodda's interpretation of Pinterest's research and reports in the home sector","curator":"Pinterest","curator_url":"","domain":"Home & Living","version":"2026-Q1","graph_type":"industry report","graph_sub_type":"Living Graph","verticals":["Home"],"topics":["home","food","design"],"trend_count":8,"evidence_count":32,"last_synced":"2026-06-15T02:50:39.409Z","status":"live","deprecated":false,"last_updated":"2026-06-15","published_date":null,"webpage_url":"https://www.fodda.ai/graphs/pinterest-home","is_playground":false,"headline":"Fodda's interpretation of Pinterest's research and reports in the home sector","subhead":"","geography":["Global"],"company":"Pinterest","available_as":"","icon_url":"","portrait_url":"https://api.fodda.ai/v1/images/proxy?url=https%3A%2F%2Fv5.airtableusercontent.com%2Fv3%2Fu%2F57%2F57%2F1789646400000%2FpReod_6ndp54qj0hxRUOGg%2F3kiM2vd7VqDcnCeMeyyFgaDLh5WbNFG7m2ZNdPOi0T_HHXBI4341R5ROSg3ZNWpOmgi_pfdiIeEBMSjD9-9XyA9pSvWu2YhdwkzT53m6MoCrd7riTTWQaU-ONHaa1iT417OtTofnV3Pn6YrefN2AwA%2FIu0-BE-AGk_ascLJmMqaqpQqEkThn_SpLgMVDP9ez7w","source_url":"","example_queries":["What is Sweet Bread & Mini Bakes?","How is Sweet Bread & Mini Bakes evolving?","What is Pen Pals?","How is Pen Pals evolving?","What is Garden to Table Cooking & Fresh Summer Sips?","How is Garden to Table Cooking & Fresh Summer Sips evolving?"],"price_per_query":null,"what_it_does":"A living knowledge graph of Pinterest's home, food, and design trend intelligence.\n\nSources analyzed: Pinterest Predicts 2026.","key_features":"Home decor trends, food trends, interior design predictions.","by_the_numbers":"8 trends, 32 evidence items","for_teams_like":"Design strategy, industrial design, and UX teams.","how_to_access":"Available via MCP, API, and Chat. Use graph ID: pinterest-home","what_contains":"Trend, Article connected by CONTAINS_TREND, CONTAINS_ARTICLE, TARGETS_AUDIENCE, IN_INDUSTRY, IN_SECTOR, EVIDENCE_FOR, FEATURES\\_BRAND\n","agent_prompt":null,"skill_phase":null,"skill_tool_name":null,"report_analysis":{"thesis":"Consumers, particularly Gen Z and Millennials, are increasingly seeking tangible, nostalgic, and sensory experiences to counter digital saturation, while older generations embrace simpler, nature-connected living and culinary rediscovery.","why_it_matters":"Businesses must develop products and marketing strategies that cater to the desire for authenticity, offline engagement, and sensory-rich experiences across diverse age groups, leveraging these insights for innovation and deeper consumer connection.","sharpest_signal":"The widespread embrace of tangible, counter-digital, and nostalgic experiences across generations, driven by a desire to disconnect from screens.","best_evidence":["Gen Z: Thrifted Home +488%","hand written letters +45%"],"discriminative_summary":"This graph uniquely highlights Pinterest-driven consumer shifts towards tactile, nostalgic, and nature-connected experiences, offering insight into a societal desire for tangible interaction beyond digital realms."},"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"travel","name":"PSFK Travel & Hospitality Trends","description":"Travel experience innovation, sustainable tourism, and hospitality tech. From regenerative travel to AI concierge and destination reimagination.","curator":"PSFK","curator_url":"https://www.psfk.com","domain":"Travel & Hospitality","version":"2026-Q3","graph_type":"domain","graph_sub_type":null,"verticals":["Travel","Hospitality","Tech"],"topics":["travel & hospitality","experience innovation","sustainable tourism","hospitality tech","regenerative travel"],"trend_count":48,"evidence_count":550,"last_synced":"2026-09-14T01:29:14.964Z","status":"live","deprecated":false,"last_updated":null,"published_date":null,"webpage_url":null,"is_playground":false,"headline":"Travel experience innovation, sustainable tourism, and hospitality tech. From regenerative travel to AI concierge and destination reimagination.","subhead":"","geography":["Global"],"company":"PSFK","available_as":"","icon_url":"","portrait_url":"https://api.fodda.ai/v1/images/proxy?url=https%3A%2F%2Fv5.airtableusercontent.com%2Fv3%2Fu%2F57%2F57%2F1789646400000%2FO16cefNK0J8Zz5hgP-dfHQ%2FSLuHslRh1QIY-J6l5QuF4H8VNdiotT848K3Ta5JkQPoUtNYiZQkt18Iv1pt_L6HmmJOZhew8gTXNjoZQlfjJhJHwYEX5uCGwqNsRIJO90M9ghZhaTF2MLsy_memQplqYGt9AO9vK3tUQaJVUtaOFwQ%2FT0h7s7vrhqfEubGciK7Wz7n-C9Qs2dWmnK0WsdPtrTU","source_url":"","example_queries":[],"price_per_query":null,"what_it_does":"","key_features":"","by_the_numbers":"","for_teams_like":"","how_to_access":"","what_contains":"","agent_prompt":null,"skill_phase":null,"skill_tool_name":null,"report_analysis":{"thesis":"Modern travelers increasingly prioritize personalized, authentic, and memory-rich experiences that foster self-discovery and cultural immersion, with AI adoption in booking contingent on building trust.","why_it_matters":"This shift means providers must move beyond transactional bookings to curate unique, meaningful itineraries that resonate with travelers' desires for personal growth and authentic engagement. Understanding that luxury is defined by 'moments and memories' and the preference for less crowded, immersive interactions is key for differentiation and customer loyalty. Furthermore, building trust in AI for critical interactions like booking is essential for future operational efficiency and customer satisfaction within the industry.","sharpest_signal":"The profound shift towards travel as a means for personal growth, authentic experiential discovery, and memory creation.","best_evidence":["38% of global travelers believe travel helps them uncover new aspects of their personality, while 48% credit a trip with introducing them to a new hobby.","Luxury value is increasingly defined by moments and memories rather than possessions, with clients seeking experiences that create lasting memories, viewing travel as the ultimate luxury experience."],"discriminative_summary":"This graph uniquely synthesizes emerging traveler motivations centered on self-discovery and authentic experiences, alongside critical insights into building trust for AI in booking processes within the travel domain."},"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"ilo-employment-and-social-trends","name":"ILO Employment and Social Trends","description":"Fodda's analysis of global employment quality challenges and decent work deficit patterns.","curator":"Marva Corley-Coulibaly, Ekkehard Ernst, Richard Horne, Stefan Kühn, Iuliia Privalikhina and Miguel Sanchez Martinez","curator_url":"","domain":"Labor Economics","version":"2026-Q1","graph_type":"industry report","graph_sub_type":"Industry Report","verticals":["Work"],"topics":["employment","labor","social trends","decent work","economics"],"trend_count":0,"evidence_count":0,"last_synced":null,"status":"coming_soon","deprecated":false,"last_updated":"2026-04-15","published_date":"2026-01-14","webpage_url":"https://www.fodda.ai/graphs/ilo-employment-and-social-trends","is_playground":false,"headline":"Fodda's analysis of global employment quality challenges and decent work deficit patterns.","subhead":"","geography":["Global"],"company":"International Labour Organization","available_as":"","icon_url":"","portrait_url":"https://api.fodda.ai/v1/images/proxy?url=https%3A%2F%2Fv5.airtableusercontent.com%2Fv3%2Fu%2F57%2F57%2F1789646400000%2FQMQtTcBtQztFGbHtPqJFog%2Fr8dgf40mxHU4W3fojw7outnJ_VhIDOzn-hGKKEIjmrGbkgWUNzoajY4nK6HRTsNqdAr9cTHkutLHVzSkXmLW5cPpVVqYbjxDqNq4ywMe-Pw7CHqEvah0qBg-FcaAaPjwnRHRDzAZ1xyLR4d1L_-VWg%2Fni616Hjscl8PGY5LknFRI2CgFVivjXdKFQjEGyUEI84","source_url":"","example_queries":[],"price_per_query":null,"what_it_does":"This graph is intended to provide Fodda's analysis of global employment quality challenges and decent work deficit patterns, based on the work of Marva Corley-Coulibaly, Ekkehard Ernst, Richard Horne, Stefan Kühn, Iuliia Privalikhina and Miguel Sanchez Martinez.","key_features":"- Global employment quality analysis\n- Decent work deficit patterns\n- Labor market trend tracking","by_the_numbers":"- Statistical analysis could not be performed due to an error accessing the graph's data.","for_teams_like":"- economic Research\n- Labor Policy Analysis\n- social Science Research\n- International Development agencies","how_to_access":"Available via MCP, API, and Chat. Use graph ID: ilo-employment-and-social-trends","what_contains":"","agent_prompt":"CRITICAL: Use this graph for analyzing global employment quality, decent work deficits, and labor market trends.","skill_phase":null,"skill_tool_name":null,"report_analysis":{"thesis":"Despite stable global unemployment projections, persistent decent work deficits and a massive 'jobs gap' indicate a worsening crisis in employment quality and inclusivity.","why_it_matters":"This stagnation in employment quality and the widening 'jobs gap' pose significant long-term risks to economic growth, social stability, and consumer purchasing power. 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Covers trends like The Continued Drift Away from Direct News Consumption, AI Chatbots As a New Frontier in Intermediated News Consumption, Online Video Marches On.","key_features":"10 trends across advertising, culture, media, technology, backed by 20 real-world examples.","by_the_numbers":"10 trends, 20 evidence items","for_teams_like":"Advertising strategy, creative, and media teams. Cultural strategy, brand purpose, and insights teams. Media strategy, content, and distribution teams","how_to_access":"Available via MCP, API, and Chat. Use graph ID: reuters-institute-digital-news-report-audiences-platforms-and-trust-2026","what_contains":"Trend, Article connected by IN_INDUSTRY, IN_SECTOR, USES_TECHNOLOGY, TARGETS_AUDIENCE, EVIDENCE_FOR, FEATURES_BRAND, CONTAINS_TREND, CONTAINS_ARTICLE\n","agent_prompt":null,"skill_phase":null,"skill_tool_name":null,"report_analysis":{"thesis":"Declining trust and traditional news consumption are accelerating a profound shift towards platform-centric video and AI chatbots, fundamentally reshaping how audiences, especially younger demographics, engage with news.","why_it_matters":"Traditional news organizations face an existential threat as audiences abandon direct consumption and trust in favor of platform-centric video and AI, necessitating urgent strategic shifts in content creation, distribution, and revenue models to re-engage fragmented audiences and counter platform disintermediation.","sharpest_signal":"Social Media and Video Networks Overtake News Websites and Apps","best_evidence":["Globally, 77% of people now consume online news video weekly, making it the first time a majority in all 48 Digital News Report markets do so, and exceeding broadcast TV news in 45 markets.","The use of AI chatbots for news has grown to 10% of people globally (16% for under-35s), yet only 4% consistently click through to original news sources, significantly less than from search (19%) or social media (17%)."],"discriminative_summary":"This graph uniquely dissects the ongoing global disintermediation of news, providing critical insights into audience shifts towards video-centric social platforms and emerging AI chatbots amidst declining trust and direct engagement."},"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"mintel-retail","name":"Mintel Consumer & Retail Graph","description":"Fodda's interpretation of three critical consumer trends shaping brand strategy for 2026.","curator":"Mintel","curator_url":"","domain":"Consumer & Retail","version":"2026-Q1","graph_type":"industry report","graph_sub_type":"Living Graph","verticals":["Retail","Consumer Goods","Consumer Electronics"],"topics":["advertising","consumer","goods","culture","retail","technology","travel"],"trend_count":11,"evidence_count":92,"last_synced":"2026-04-28T04:16:22Z","status":"live","deprecated":false,"last_updated":"2026-04-28","published_date":"2026-01-01","webpage_url":"https://www.fodda.ai/graphs/mintel-2026_global_consumer_predictions","is_playground":false,"headline":"Fodda's interpretation of three critical consumer trends shaping brand strategy for 2026.","subhead":"","geography":["Global"],"company":"Mintel","available_as":"","icon_url":"","portrait_url":"https://api.fodda.ai/v1/images/proxy?url=https%3A%2F%2Fv5.airtableusercontent.com%2Fv3%2Fu%2F57%2F57%2F1789646400000%2FpJ-pRBBEr57dXrNUhvoVQw%2FqCJtwAQ_LujnP53YKsMKsNwIx7jH5Xkk4AL4wkCrSFqlEnn9vhKOLZWcIds2Lo9Ptc4CD-TKRprSCjupX9kXbWA39cSWuhb_eSaIRxwYBlVBertm9rAsqrVqL_zps1aTrFlji4fVH8wxI39UTUa3Fw%2FYnhJ08VzMkEMklamRzfDBFIVvH-uUmNmA8YV036kLD8","source_url":"","example_queries":[],"price_per_query":null,"what_it_does":"A living knowledge graph of Mintel's consumer, household, and food research.\n\nSources analyzed: Global Consumer Predictions 2026; Global Household Predictions 2026; Global Food & Drink Predictions 2026.","key_features":"Consumer predictions, household trends, food & drink innovation.","by_the_numbers":"11 trends, 92 evidence items","for_teams_like":"Retail strategy, merchandising, CX teams.","how_to_access":"Available via MCP, API, and Chat. Use graph ID: mintel-retail","what_contains":"Trend, Article connected by TARGETS_AUDIENCE, IN_INDUSTRY, IN_SECTOR, USES_TECHNOLOGY, FEATURES_BRAND, CONTAINS_TREND, CONTAINS\\_ARTICLE\n","agent_prompt":"CRITICAL: Use this graph for understanding the three core consumer mindsets—Anti-Algorithm, The New Young, and The Affection Deficit—to develop forward-thinking brand strategies for 2026.","skill_phase":null,"skill_tool_name":null,"report_analysis":{"thesis":"Amid global volatility and a push for personal agency, consumers are increasingly seeking authentic comfort, purposeful sensory experiences, and genuine human connection from brands.","why_it_matters":"Leaders must recognize this fundamental shift towards emotional resonance and practical utility over fleeting novelty. Adapting product development, marketing strategies, and digital experiences to prioritize purposeful formulations, trusted traditions, and opportunities for real connection will be crucial for brand relevance and long-term loyalty in a world craving groundedness.","sharpest_signal":"The intentional shift towards multisensory experiences that move beyond novelty to purposeful formulations catering to underserved emotional and physical needs.","best_evidence":["Instead, brands will use color, texture, aroma and other sensory elements to launch more practical and purposeful formulations that provide memorable experiences.","By 2030, consumers will crave small, but meaningful ways to feel grounded, comforted and emotionally supported through food and drink."],"discriminative_summary":"This graph offers a forward-looking perspective on 2026 consumer trends, uniquely highlighting the intersection of emotional security, purposeful sensory engagement, and a desire for human-centric brand interactions."},"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"patternbank-fall-2026-print-trends","name":"Patternbank Fall 2026 Print Trends","description":"Patternbank curates six key print and pattern trends for Fall 2026, drawn from global fashion week catwalks.","curator":"Patternbank","curator_url":"https://patternbank.com/catwalk/Fall-2026-catwalk-print-pattern-trend-report","domain":"Fashion & Apparel","version":"2026-Q2","graph_type":"industry report","graph_sub_type":null,"verticals":[],"topics":["fashion","design"],"trend_count":6,"evidence_count":12,"last_synced":"2026-08-05T19:10:14.72Z","status":"live","deprecated":false,"last_updated":"2026-08-05","published_date":"2026-08-05","webpage_url":"https://www.fodda.ai/graphs/patternbank-fall-2026-print-trends","is_playground":false,"headline":"Patternbank curates six key print and pattern trends for Fall 2026, drawn from global fashion week catwalks.","subhead":"","geography":"","company":"Patternbank","available_as":"","icon_url":"","portrait_url":"","source_url":"","example_queries":["What is Pure Skins?","How is Pure Skins evolving?","What is Abstract Surfaces?","How is Abstract Surfaces evolving?","What is Eternal Roses?","How is Eternal Roses evolving?"],"price_per_query":null,"what_it_does":"A structured way to understand Fashion & Apparel, curated by an expert. Covers trends like Pure Skins, Abstract Surfaces, Eternal Roses.","key_features":"6 trends across fashion, backed by 12 real-world examples.","by_the_numbers":"6 trends, 12 evidence items","for_teams_like":"Fashion strategy, design, and trend forecasting teams","how_to_access":"Available via MCP, API, and Chat. Use graph ID: patternbank-fall-2026-print-trends","what_contains":"Trend, Article connected by IN_INDUSTRY, IN_SECTOR, TARGETS_AUDIENCE, EVIDENCE_FOR, FEATURES_BRAND, CONTAINS_TREND, CONTAINS\\_ARTICLE\n","agent_prompt":null,"skill_phase":null,"skill_tool_name":null,"report_analysis":{"thesis":"For Fall 2026, print trends are characterized by a dual emphasis on modernized interpretations of classic elements, such as distorted animal prints and sophisticated floral motifs, alongside fluid, painterly abstract surfaces.","why_it_matters":"Leaders in fashion and apparel must integrate these identified print trends into Fall 2026 collection planning to ensure market relevance and competitive positioning. Proactive adaptation of these key aesthetics will directly inform product development, sourcing decisions, and marketing strategies, influencing sales and brand perception.","sharpest_signal":"Floral Tapestry","best_evidence":["Libertine, Seafarer, Antonio Marras, Fagerstrom, Erdem, and Hodakova incorporated the Floral Tapestry trend into their Fall 2026 collections.","Rebekka Ruetz, Area, Gregis, Vibskov, Popova, and Diotima showcased collections incorporating the Abstract Surfaces trend for Fall 2026."],"discriminative_summary":"This graph provides a unique, expert-curated overview of six specific Fall 2026 print and pattern trends, detailing their characteristics and specific designer adoptions, essential for strategic design and merchandising decisions."},"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"2026-macro-trend-graph","name":"Revisionary 2026 Macro Trends","description":"How to spot real signals in market noise - connecting dots others miss to find meaning in complexity.","curator":"Anu Lingala","curator_url":"https://whatsanu.substack.com/about","domain":"culture","version":"2026-Q1","graph_type":"expert","graph_sub_type":"Digital Twin","verticals":["Artificial Intelligence","Sustainability","Marketing","Culture"],"topics":["consumer behavior","artificial intelligence","sustainability","brand strategy","cultural trends"],"trend_count":13,"evidence_count":72,"last_synced":"2026-06-27T15:07:06.688Z","status":"live","deprecated":false,"last_updated":"2026-06-27","published_date":null,"webpage_url":"https://www.fodda.ai/graphs/2026-macro-trend-graph","is_playground":false,"headline":"How to spot real signals in market noise — connecting dots others miss to find meaning in complexity.","subhead":"","geography":["Global"],"company":"Revisionary","available_as":"","icon_url":"","portrait_url":"https://api.fodda.ai/v1/images/proxy?url=https%3A%2F%2Fv5.airtableusercontent.com%2Fv3%2Fu%2F57%2F57%2F1789646400000%2F4mkp-pA9XHyxfmnDBF9YAA%2FF7b-pxAKzAie25j5FsJxda2javyJxQ1TmPJu2XuVuReeqogn-aEXF21Q8g1MCZy_HKwLvrgaDNlZEQqmMGFf3enir1Kda7IC_ogV4rDYNZj9AZ-uSDW7CdgBAMp-9L0MzjuaQogC33KAI7td4jN18Q%2FtUyjcVgXAbPqC8rgSgmjBR4D9yu61XYRLt1RoAcba6k","source_url":"","example_queries":["What is RADICAL REALISM?","How is RADICAL REALISM evolving?","What is HYPER PLEASURE?","How is HYPER PLEASURE evolving?","What is ANALOG SOUL?","How is ANALOG SOUL evolving?"],"price_per_query":null,"what_it_does":"This graph provides a qualitative analysis of emerging macro trends for 2026, focusing on the cultural counter-reactions to technology and societal pressures. It helps users understand the shift from performative consumerism to more integrated and authentic value systems, offering a framework for interpreting subtle signals in the market.","key_features":"- Identifies a cultural shift towards 'Aspirational Humanity' as a direct response to AI's prevalence.\n- Analyzes the rise of 'Subversive Sincerity,' where earnestness becomes a form of rebellion.\n- Defines 'Subtle Sustainability,' a trend where environmental benefits are secondary to cultural value and personal expression.","by_the_numbers":"13 trends, 72 evidence items","for_teams_like":"- Brand Strategy\n- Innovation and R&D\n- Consumer Insights\n- Marketing and Advertising","how_to_access":"Available via MCP, API, and Chat. Use graph ID: revisionary-studio/2026-macro-trend-graph","what_contains":"Trend, Article connected by IN_INDUSTRY, EVIDENCE_FOR, USES_TECHNOLOGY, FEATURES_BRAND, IN_SECTOR, TARGETS_AUDIENCE, CONTAINS_TREND, CONTAINS_ARTICLE\n","agent_prompt":"CRITICAL: Use this graph for identifying and understanding the nuanced cultural shifts that are shaping future consumer behavior. It's essential for developing strategies that resonate with a market increasingly skeptical of corporate messaging and fatigued by digital saturation. Focus on the backlash against AI-driven homogeneity and the pivot towards genuine, human-centric values.","skill_phase":null,"skill_tool_name":null,"report_analysis":{"thesis":"Consumers are increasingly seeking visceral, authentic, and unfiltered experiences that affirm their humanity and provide genuine connection, rejecting artificiality and excessive optimization.","why_it_matters":"This shift demands brands prioritize genuine engagement, transparent messaging, and products that offer tangible, impactful value and emotional resonance over superficial polish. Leaders must adapt strategies to foster real connection and address foundational human desires to build lasting brand loyalty.","sharpest_signal":"RADICAL REALISM","best_evidence":["Spread the Jelly showcases unfiltered stories about pregnancy and motherhood","Gen Z turns to 'financial nihilism' as conventional pathways to success fade"],"discriminative_summary":"This graph uniquely identifies a core shift towards raw authenticity and visceral experience, providing strategic insights into underlying human desires that shape future market trends."},"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"deloitte-health","name":"Deloitte Health & Life Sciences Graph","description":"Fodda's analysis of five technology trends driving life sciences and healthcare transformation.","curator":"Deloitte","curator_url":"https://www.deloitte.com","domain":"Health & Life Sciences","version":"2026-Q1","graph_type":"industry report","graph_sub_type":"Living Graph","verticals":["Health"],"topics":["health","manufacturing","technology"],"trend_count":5,"evidence_count":23,"last_synced":"2026-04-28T04:19:20.027Z","status":"live","deprecated":false,"last_updated":"2026-04-28","published_date":"2026-01-01","webpage_url":"https://www.fodda.ai/graphs/deloitte-life-sciences-trends","is_playground":false,"headline":"Fodda's analysis of five technology trends driving life sciences and healthcare transformation.","subhead":"","geography":["Global"],"company":"Deloitte","available_as":"","icon_url":"","portrait_url":"https://api.fodda.ai/v1/images/proxy?url=https%3A%2F%2Fv5.airtableusercontent.com%2Fv3%2Fu%2F57%2F57%2F1789646400000%2Fl1Mlbo18b8CyDGtlwb00cQ%2FywZwwQhV79FZBw11AJtaZWa9w_h9r9QwaixbAfUH50ROomjmCl07WmO55aB-ul_gEcQJthN0PmFlnbkehvcoF0kZsTQ8dXm9TbaNoRq6wthHULx8lE22Wr3Ay7ksOseSyQW9wwsm0eWvLk4FQvX-FQ%2Fsm3DewX20zGPHSxr10AKWPDQGU08HLxWSJYkCRTU7ho","source_url":"","example_queries":[],"price_per_query":null,"what_it_does":"A living knowledge graph of Deloitte's health and life sciences research.\n\nSources analyzed: Life Sciences Trends.","key_features":"Life sciences trends, pharma innovation, healthcare transformation.","by_the_numbers":"5 trends, 23 evidence items","for_teams_like":"Health innovation, pharma marketing, and wellness teams.","how_to_access":"Available via MCP, API, and Chat. Use graph ID: deloitte-health","what_contains":"Article, Trend connected by CONTAINS_TREND, CONTAINS_ARTICLE, USES_TECHNOLOGY, IN_INDUSTRY, IN_SECTOR, FEATURES_BRAND\n","agent_prompt":"CRITICAL: Use this graph for in-depth analysis of the five key technology trends shaping the future of the life sciences and healthcare industries. Essential for strategic planning, market analysis, and innovation roadmapping.","skill_phase":null,"skill_tool_name":null,"report_analysis":{"thesis":"Life sciences and healthcare are undergoing a fundamental AI-driven transformation, necessitating massive investments and organizational reimagination while confronting complex challenges in infrastructure, cybersecurity, and scaling nascent AI agent technologies.","why_it_matters":"This shift demands that LSHC leaders prioritize strategic AI infrastructure decisions, meticulously integrate agentic and physical AI for operational gains, and proactively fortify cybersecurity, all while navigating significant implementation gaps between intent and scaled production to realize competitive advantages.","sharpest_signal":"The Agentic Reality Check: the transformative potential of AI agents encountering significant hurdles in scaled production and implementation.","best_evidence":["78% of tech leaders anticipate broad, targeted, or transformational integration of AI agents into architecture workflows over the next five years, despite only 11% of organizations currently having agents in production, with 38% piloting them.","64% of organizations plan to increase AI investments over the next two years, yet cloud token costs, despite dropping 280-fold, still result in monthly bills in the tens of millions for some enterprises, underscoring the AI infrastructure reckoning."],"discriminative_summary":"This graph is uniquely valuable for understanding Deloitte's perspective on the strategic and operational implications of AI-driven technology trends—including agentic AI and physical AI—specifically within the life sciences and healthcare sectors, highlighting both aspirational investment and practical implementation gaps."},"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"psfk-consumer-electronics","name":"PSFK Consumer Electronics Graph","description":"Coming soon: PSFK's analysis of devices, smart technology, and hardware innovation trends in the Consumer Electronics sector","curator":"PSFK","curator_url":"https://www.psfk.com","domain":"Consumer Electronics","version":"2026-Q3","graph_type":"domain","graph_sub_type":null,"verticals":[],"topics":["consumer","electronics","goods","retail","technology"],"trend_count":0,"evidence_count":0,"last_synced":null,"status":"coming_soon","deprecated":false,"last_updated":null,"published_date":null,"webpage_url":null,"is_playground":false,"headline":"Coming soon: PSFK's analysis of devices, smart technology, and hardware innovation trends in the Consumer Electronics sector","subhead":"","geography":["Global"],"company":"PSFK","available_as":"","icon_url":"","portrait_url":"https://api.fodda.ai/v1/images/proxy?url=https%3A%2F%2Fv5.airtableusercontent.com%2Fv3%2Fu%2F57%2F57%2F1789646400000%2FO16cefNK0J8Zz5hgP-dfHQ%2FSLuHslRh1QIY-J6l5QuF4H8VNdiotT848K3Ta5JkQPoUtNYiZQkt18Iv1pt_L6HmmJOZhew8gTXNjoZQlfjJhJHwYEX5uCGwqNsRIJO90M9ghZhaTF2MLsy_memQplqYGt9AO9vK3tUQaJVUtaOFwQ%2FT0h7s7vrhqfEubGciK7Wz7n-C9Qs2dWmnK0WsdPtrTU","source_url":"","example_queries":[],"price_per_query":null,"what_it_does":"","key_features":"","by_the_numbers":"","for_teams_like":"","how_to_access":"","what_contains":"","agent_prompt":null,"skill_phase":null,"skill_tool_name":null,"report_analysis":{"thesis":"Retailers are strategically transforming into data-driven media companies, leveraging non-endemic advertising, AI, and enhanced omnichannel experiences to drive future margin growth despite slowing business dynamism.","why_it_matters":"This shift fundamentally redefines the distribution and market access landscape for Consumer Electronics brands, requiring them to engage with retailers not just as product sellers but as powerful media platforms. Leaders must adapt partnership strategies to capitalize on retailers' evolving advertising capabilities and data insights, securing competitive positioning and consumer touchpoints.","sharpest_signal":"Retailers transitioning into media companies.","best_evidence":["79% of retailers are moving into non-endemic advertising in Retail Media: 79% of retailers expect expansion into non-endemic advertising.","82% of Retailers forecast increasing margins in 2026: 82% of retail executives are forecasting margin increases in 2026."],"discriminative_summary":"This graph uniquely highlights the strategic imperative for Consumer Electronics brands to understand and adapt to the rapid transformation of retailers into media companies, impacting future distribution and advertising models."},"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"sarojini-naidu","name":"Sarojini Naidu","description":"The \"Nightingale of India\", poet, suffragist, and civic leader diagnosing folk labor dignity, team synchrony, civic awakening, and syncretic cultural harmony.","curator":"Public Domain Canon / Fodda Editorial","curator_url":"","domain":"Organizational Lifecycles & Artisanal Dignity","version":"2026-Q1","graph_type":"expert","graph_sub_type":"Classic Digital Twin","verticals":[],"topics":["poetic leadership","team synchrony","organizational lifecycles","frontline labor dignity","multicultural inclusion","civic renewal"],"trend_count":5,"evidence_count":15,"last_synced":"2026-08-25T21:32:39.639Z","status":"live","deprecated":false,"last_updated":"2026-08-25","published_date":"2026-08-25","webpage_url":null,"is_playground":false,"headline":"The \"Nightingale of India\", poet, suffragist, and civic leader diagnosing folk labor dignity, team synchrony, civic awakening, and syncretic cultural harmony.","subhead":"","geography":"","company":"","available_as":"","icon_url":"","portrait_url":"","source_url":"","example_queries":["How does your iconic poem \"Indian Weavers\" (weaving robes for birth, marriage veils for queens, and funeral shrouds for the dead) model complete product lifecycles and software transitions?","Why did you elevate everyday folk labor (palanquin-bearers, fishers, weavers) into sacred lyrical art, and what does this teach modern organizations about frontline worker dignity?","How did your syncretic vision of Hyderabad and India bridge Hindu, Muslim, and Western traditions into an expansive, unified civic identity?","How does the rallying cry of \"Coromandel Fishers\" (\"Rise, brothers, rise, the wakening skies pray to the morning light\") inspire collective courage in high-risk ventures?"],"price_per_query":null,"what_it_does":"","key_features":"","by_the_numbers":"5 trends, 15 evidence cards","for_teams_like":"","how_to_access":"Available via MCP, API, and Chat. Use graph ID: sarojini-naidu","what_contains":"","agent_prompt":"CRITICAL: Use this graph when the user is analyzing the dignification of folk and frontline labor, collective synchrony and cadence in teams, anticolonial civic awakening, syncretic cultural harmony (bridging diverse traditions), life-cycle product transitions (the Weavers' triad: birth, marriage, legacy), or the power of lyrical and emotional resonance in leadership. This graph provides Sarojini Naidu's iconic poetry and civic frameworks from The Golden Threshold (1905) to diagnose collective morale, artisanal dignity, and inspiring leadership.","skill_phase":null,"skill_tool_name":null,"report_analysis":null,"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"tiktok-marketing","name":"TikTok Marketing Graph","description":"Fodda's interpretation of Fodda's public research on marketing trends.","curator":"TikTok","curator_url":"","domain":"","version":"2026-Q1","graph_type":"industry report","graph_sub_type":"Living Graph","verticals":["Marketing"],"topics":["advertising","culture","media","technology"],"trend_count":12,"evidence_count":52,"last_synced":"2026-04-28T04:16:58.693Z","status":"live","deprecated":false,"last_updated":"2026-04-28","published_date":"2026-01-01","webpage_url":"https://www.fodda.ai/graphs/tiktok-the-art-and-science-of-authenticity-2026","is_playground":false,"headline":"Fodda's interpretation of Mintel's public research on marketing trends.","subhead":"","geography":["APAC"],"company":"TikTok","available_as":"","icon_url":"","portrait_url":"https://api.fodda.ai/v1/images/proxy?url=https%3A%2F%2Fv5.airtableusercontent.com%2Fv3%2Fu%2F57%2F57%2F1789646400000%2F7D7gn5vIZ8krkNfIxUtNnQ%2FipZJrVM1akW6VjJzSpG51iMDje3RXvkA8_fxKPAkIzZ27n01-tWSTG3oM3EMVOcxYP69VEVSF5WP76AU6ZR753csMAPb7kUluS1jlXnVD0h1Or5faD4IKzAEyNIo4GXDPb2vz0AxLaf3ZtlLcpmQoQ%2FMPDcbZSe7nOq9bQa7Mwe9TUNcOWuNBbj9FEQyzZEhL4","source_url":"","example_queries":["What is Art of Authenticity?","How is Art of Authenticity evolving?","What is Science of Authenticity?","How is Science of Authenticity evolving?","What is Compound Creativity?","How is Compound Creativity evolving?"],"price_per_query":null,"what_it_does":"A living knowledge graph of TikTok's marketing and culture trends research.\n\nSources analyzed: The Art and Science of Authenticity 2026.","key_features":"- Art of Authenticity: Focuses on creators who choose being 'flawsome' over polished, building genuine brand affinity.\n- Science of Authenticity: Details how new signals and tools can track authenticity's impact on the consumer funnel.\n- Compound Creativity: Explains how to combine creator artistry with technology to scale content volume, variety, and velocity without losing authenticity.","by_the_numbers":"12 trends, 52 evidence items","for_teams_like":"- Brand Marketing teams\n- social media Strategists\n- Creator Partnership Managers\n- Digital Advertising agencies","how_to_access":"Available via MCP, API, and Chat. Use graph ID: tiktok-the-art-and-science-of-authenticity-2026","what_contains":"Trend, Article connected by USES_TECHNOLOGY, IN_INDUSTRY, IN_SECTOR, EVIDENCE_FOR, FEATURES_BRAND, TARGETS_AUDIENCE, CONTAINS_TREND, CONTAINS_ARTICLE\n","agent_prompt":"CRITICAL: Use this graph for developing authentic creator marketing strategies in the APAC region, focusing on balancing genuine connection with scalable content production.","skill_phase":null,"skill_tool_name":null,"report_analysis":{"thesis":"Authenticity, delivered primarily through creators on platforms like TikTok, is the paramount driver of consumer engagement, purchase intent, and brand affinity, especially within the APAC region, and is poised to generate significant commercial value.","why_it_matters":"Brands must prioritize authentic creator content strategies to capture an estimated US$1.2 trillion in commercial value, shifting from traditional advertising to foster genuine connections and meet consumer demands for real value beyond price. Failing to adapt risks alienating a demographic increasingly driven by curiosity and transparency, and leveraging GenAI for authentic content creation will further amplify reach and engagement.","sharpest_signal":"Science of Authenticity: Turn real into results.","best_evidence":["71% of consumers are likely to have stronger affinity for a brand because of authentic creator content, and 76% are likely to search, click-through, or add to cart after seeing it.","Creator-led ads perform significantly better than traditional ads, showing a 1.6x higher engagement rate, and 76% of APAC consumers want brands to post more authentic content."],"discriminative_summary":"This graph offers a comprehensive, data-backed guide for brands to understand and capitalize on the creator economy's commercial potential by leveraging authenticity and emerging content trends on TikTok, particularly within the APAC market."},"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"mckinsey-women-s-health-gap-uk-outlook","name":"McKinsey Women's Health Gap UK Outlook","description":"The UK faces a significant women's health gap presenting a £36 billion economic opportunity by 2040 through targeted interventions.","curator":"Alex Beauvais","curator_url":"https://www.mckinsey.com/mhi/our-insights/closing-the-womens-health-gap-the-united-kingdoms-36-billion-pound-opportunity#/","domain":"Healthcare & Wellness","version":"2026-Q2","graph_type":"industry report","graph_sub_type":null,"verticals":[],"topics":["beauty","health","technology","work"],"trend_count":10,"evidence_count":35,"last_synced":"2026-07-07T03:52:58.17Z","status":"live","deprecated":false,"last_updated":"2026-07-07","published_date":"2026-07-01","webpage_url":"https://www.fodda.ai/graphs/mckinsey-women-s-health-gap-uk-outlook","is_playground":false,"headline":"The UK faces a significant women's health gap presenting a £36 billion economic opportunity by 2040 through targeted interventions.","subhead":"","geography":"","company":"McKinsey Health Institute","available_as":"","icon_url":"","portrait_url":"","source_url":"","example_queries":["What is Women's Disproportionate Poor Health Burden?","How is Women's Disproportionate Poor Health Burden evolving?","What is Uneven Care Pathways?","How is Uneven Care Pathways evolving?","What is Male-Default Evidence Base?","How is Male-Default Evidence Base evolving?"],"price_per_query":null,"what_it_does":"A structured way to understand Healthcare & Wellness, curated by Alex Beauvais. Covers trends like Women's Disproportionate Poor Health Burden, Uneven Care Pathways, Male-Default Evidence Base.","key_features":"10 trends across beauty, health, technology, work, backed by 35 real-world examples.","by_the_numbers":"10 trends, 35 evidence items","for_teams_like":"Beauty brand, product development, and trend teams. Health innovation, pharma marketing, and wellness teams. Technology strategy, R&D, and innovation teams","how_to_access":"Available via MCP, API, and Chat. Use graph ID: mckinsey-women-s-health-gap-uk-outlook","what_contains":"Trend, Article connected by TARGETS_AUDIENCE, IN_INDUSTRY, IN_SECTOR, USES_TECHNOLOGY, SEMANTICALLY_SIMILAR, EVIDENCE_FOR, FEATURES_BRAND, CONTAINS_TREND, CONTAINS\\_ARTICLE\n","agent_prompt":null,"skill_phase":null,"skill_tool_name":null,"report_analysis":null,"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"wgsn-future-consumer-2027-emotions","name":"WGSN Future Consumer 2027","description":"Fodda's analysis of WGSN's public research into six key emotions driving consumer behavior patterns in 2027.","curator":"Nik Dinning","curator_url":"","domain":"","version":"2026-Q1","graph_type":"industry report","graph_sub_type":"Industry Report","verticals":["Tech","Marketing","Consumer Goods","Culture"],"topics":["consumer behavior","emotional intelligence","future of technology","marketing and branding","wellness and mental health"],"trend_count":3,"evidence_count":3,"last_synced":"2026-06-27T17:54:02.965Z","status":"live","deprecated":false,"last_updated":"2026-06-27","published_date":"2026-04-13","webpage_url":"https://www.fodda.ai/graphs/wgsn-future-consumer-2027-emotions","is_playground":false,"headline":"Fodda's analysis of WGSN's public research into six key emotions driving consumer behavior patterns in 2027. ","subhead":"","geography":["Global"],"company":"WGSN","available_as":"","icon_url":"","portrait_url":"https://api.fodda.ai/v1/images/proxy?url=https%3A%2F%2Fv5.airtableusercontent.com%2Fv3%2Fu%2F57%2F57%2F1789646400000%2FguemFbXlRLMq0MuQR1YBzA%2FWB7ieiZuFweX7FhLlPf_ICNf3kRwqDLrBp7i_7FUEsQ_AlYh6S5HDlRBLXJZBXRTcvWGlzOHVNMNzn8w2hiy3GvmEZlEMewnoCDH_Baw2Q1cGUkRJo6O0Do-hI5Dz8-cNoAqHKs3HsfIajtaxI-JxQ%2FbPFsxC88eShyLW6Cbm6hpGU89xcZxVrQuSEBBNLY_bs","source_url":"","example_queries":["What is Strategic Joy?","How is Strategic Joy evolving?","What is Witherwill?","How is Witherwill evolving?","What is Suspicious Optimism?","How is Suspicious Optimism evolving?"],"price_per_query":null,"what_it_does":"This graph provides an in-depth analysis of the six key emotions that will drive consumer behavior in 2027. It explores the underlying causes of these emotional states, such as stress, technological advancements, and a desire for connection, and offers insights into how consumers will react and adapt. The graph focuses on three primary emotional states: 'Strategic Joy,' the pursuit of play and purpose; 'Witherwill,' a longing for freedom from responsibility; and 'Suspicious Optimism,' a cautious approach to technological advancements.","key_features":"- Identifies and defines three core consumer emotional states for 2027: Strategic Joy, Witherwill, and Suspicious Optimism.\n- Analyzes the drivers behind each emotional state, such as stress, boredom, and technological change.\n- Provides insights into the aspirational emotions consumers will move towards, including serenity, inspiration, and inclusion.","by_the_numbers":"3 trends, 3 evidence items","for_teams_like":"- Marketing and Advertising\n- Product Development\n- Consumer Insights and Research","how_to_access":"Available via MCP, API, and Chat. Use graph ID: wgsn-future-consumer-2027-emotions","what_contains":"Trend, Article connected by EVIDENCE_FOR, IN_INDUSTRY, IN_SECTOR, USES_TECHNOLOGY, TARGETS_AUDIENCE, FEATURES_BRAND, CONTAINS_TREND, CONTAINS_ARTICLE\n","agent_prompt":"CRITICAL: Use this graph for understanding the emotional drivers of consumer behavior in 2027, focusing on the psychological shifts that will shape brand engagement, product development, and marketing strategies.","skill_phase":null,"skill_tool_name":null,"report_analysis":{"thesis":"Consumers in 2027 will prioritize emotional well-being, seeking freedom from overwhelming responsibilities and actively pursuing joy and self-acceptance, while maintaining a cautious stance towards rapid technological shifts.","why_it_matters":"Leaders must recognize this profound shift in consumer emotional landscape, as unmet emotional needs directly impact productivity and brand loyalty. Brands that authentically integrate playfulness, foster genuine connection, and acknowledge consumer skepticism will build trust and capture market share.","sharpest_signal":"Strategic Joy","best_evidence":["Unhappy workers cost firms $1.9tn in lost productivity in 2023.","In a survey of more than 2,000 Australians and New Zealanders, almost six in 10 said playful or humorous brands made them feel better about a company or organisation."],"discriminative_summary":"This graph uniquely identifies specific emotional drivers like 'Witherwill,' 'Suspicious Optimism,' and 'Strategic Joy' that will define future consumer choices and brand engagement strategies."},"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"mckinsey-health","name":"McKinsey Health Graph","description":"McKinsey's research on healthcare innovation - the intersection of GLP-1 treatments and aesthetic care.","curator":"McKinsey & Company","curator_url":"","domain":"Healthcare","version":"2026-Q2","graph_type":"industry report","graph_sub_type":"Living Graph","verticals":["Health"],"topics":["health","technology"],"trend_count":5,"evidence_count":19,"last_synced":"2026-06-15T02:51:22.302Z","status":"live","deprecated":false,"last_updated":"2026-07-02","published_date":"2026-07-02","webpage_url":"https://www.fodda.ai/graphs/mckinsey-health","is_playground":false,"headline":"McKinsey's research on healthcare innovation — the intersection of GLP-1 treatments and aesthetic care.","subhead":"","geography":["Global"],"company":"McKinsey & Company","available_as":"","icon_url":"","portrait_url":"","source_url":"","example_queries":["What is Growing but Fragmented AI Adoption in Nursing?","How is Growing but Fragmented AI Adoption in Nursing evolving?","What is Redefining Nursing Roles Through AI-Driven Workflow Transformation?","How is Redefining Nursing Roles Through AI-Driven Workflow Transformation evolving?","What is Personalized Aesthetic Care for GLP-1 Patients?","How is Personalized Aesthetic Care for GLP-1 Patients evolving?"],"price_per_query":null,"what_it_does":"A living knowledge graph of McKinsey's research on healthcare innovation.\n\nSources analyzed: McKinsey Health, on the intersection of GLP-1 treatments and aesthetic care.","key_features":"Healthcare innovation, GLP-1 treatments, aesthetic care, life sciences.","by_the_numbers":"5 trends, 19 evidence items","for_teams_like":"Healthcare strategy, life sciences, and product teams.","how_to_access":"Available via MCP, API, and Chat. Use graph ID: mckinsey-health","what_contains":"Trend, Article connected by CONTAINS_TREND, CONTAINS_ARTICLE, SEMANTICALLY_SIMILAR, TARGETS_AUDIENCE, IN_INDUSTRY, IN_SECTOR, EVIDENCE_FOR, FEATURES_BRAND\n","agent_prompt":null,"skill_phase":null,"skill_tool_name":null,"report_analysis":{"thesis":"Despite growing but fragmented AI adoption in nursing, its transformative potential is hampered by persistent trust and ethical barriers, demanding a strategic shift from isolated task automation to holistic system-level redesign and redefined nursing roles.","why_it_matters":"Healthcare leaders must address the root causes of AI apprehension among nurses to unlock its full potential in mitigating workforce shortages and improving patient care. Moving beyond fragmented implementation to integrated workflow transformation can significantly enhance efficiency, reduce administrative burdens, and elevate nursing practice, driving better organizational outcomes.","sharpest_signal":"Overcoming Trust and Ethical Barriers in AI for Nursing","best_evidence":["More than three quarters of nurse respondents say they use AI in their daily work but at various levels of adoption. Only a small minority, roughly 10 percent, are superusers.","Instead, the most frequently cited concerns in the 2025 survey are trust in the accuracy of AI outputs (33 percent), followed by lack of human interaction (18 percent) and data privacy (16 percent)."],"discriminative_summary":"This graph uniquely details the current fragmented state of AI adoption in nursing, identifying specific trust-based barriers and advocating for a systemic re-evaluation of AI's role from task automation to workflow and role redesign, with a secondary focus on personalized aesthetic care for GLP-1 patients."},"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"psfk-healthcare","name":"PSFK Healthcare Graph","description":"Coming soon: PSFK's analysis of care delivery, systems, and medical innovation trends in the Healthcare sector","curator":"PSFK","curator_url":"https://www.psfk.com","domain":"Healthcare","version":"2026-Q3","graph_type":"domain","graph_sub_type":null,"verticals":[],"topics":["health","technology"],"trend_count":0,"evidence_count":0,"last_synced":null,"status":"coming_soon","deprecated":false,"last_updated":null,"published_date":null,"webpage_url":null,"is_playground":false,"headline":"Coming soon: PSFK's analysis of care delivery, systems, and medical innovation trends in the Healthcare sector","subhead":"","geography":["Global"],"company":"PSFK","available_as":"","icon_url":"","portrait_url":"https://api.fodda.ai/v1/images/proxy?url=https%3A%2F%2Fv5.airtableusercontent.com%2Fv3%2Fu%2F57%2F57%2F1789646400000%2FO16cefNK0J8Zz5hgP-dfHQ%2FSLuHslRh1QIY-J6l5QuF4H8VNdiotT848K3Ta5JkQPoUtNYiZQkt18Iv1pt_L6HmmJOZhew8gTXNjoZQlfjJhJHwYEX5uCGwqNsRIJO90M9ghZhaTF2MLsy_memQplqYGt9AO9vK3tUQaJVUtaOFwQ%2FT0h7s7vrhqfEubGciK7Wz7n-C9Qs2dWmnK0WsdPtrTU","source_url":"","example_queries":[],"price_per_query":null,"what_it_does":"","key_features":"","by_the_numbers":"","for_teams_like":"","how_to_access":"","what_contains":"","agent_prompt":null,"skill_phase":null,"skill_tool_name":null,"report_analysis":{"thesis":"Future healthcare innovation and care delivery strategies must prioritize addressing significant demographic health disparities and mitigate the unintended psychological side effects of the pervasive wellness culture.","why_it_matters":"For healthcare providers and innovators, understanding these nuanced challenges is crucial for developing targeted, effective, and ethically sound solutions. Failure to address specific population needs or the psychological impact of wellness trends risks alienating consumers and undermining the efficacy of new health interventions.","sharpest_signal":"The significant and disproportionate health burden experienced by women.","best_evidence":["In the United Kingdom, 60 percent of women's total health burden originates from conditions that affect both sexes but disproportionately impact women.","Analysis by the McKinsey Health Institute (MHI) and the World Economic Forum (WEF) indicates that women in the United Kingdom spend about 24 percent more time in poor health than men."],"discriminative_summary":"This graph uniquely synthesizes cross-network evidence to highlight critical, underexplored areas such as women's health disparities and wellness-induced anxiety, guiding the future direction of healthcare innovation analysis."},"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"sports","name":"PSFK Sports Trends","description":"Fandom monetization, stadium real estate, and the tech reshaping the game. From AI athlete tracking and immersive venues to fan financial products and social-sports formats.","curator":"PSFK","curator_url":"https://www.psfk.com","domain":"Sports & Fitness","version":"2026-Q1","graph_type":"domain","graph_sub_type":null,"verticals":["Sports","Tech"],"topics":["sports technology","fan engagement","athlete commerce","venue innovation","women's sports"],"trend_count":71,"evidence_count":807,"last_synced":"2026-09-14T01:29:14.968Z","status":"live","deprecated":false,"last_updated":"2026-07-02","published_date":"2026-07-02","webpage_url":"https://www.fodda.ai/graphs/psfk-sports","is_playground":false,"headline":"Fandom monetization, stadium real estate, and the tech reshaping the game. From AI athlete tracking and immersive venues to fan financial products and social-sports formats.","subhead":"","geography":["Global"],"company":"PSFK","available_as":"","icon_url":"","portrait_url":"https://api.fodda.ai/v1/images/proxy?url=https%3A%2F%2Fv5.airtableusercontent.com%2Fv3%2Fu%2F57%2F57%2F1789646400000%2FO16cefNK0J8Zz5hgP-dfHQ%2FSLuHslRh1QIY-J6l5QuF4H8VNdiotT848K3Ta5JkQPoUtNYiZQkt18Iv1pt_L6HmmJOZhew8gTXNjoZQlfjJhJHwYEX5uCGwqNsRIJO90M9ghZhaTF2MLsy_memQplqYGt9AO9vK3tUQaJVUtaOFwQ%2FT0h7s7vrhqfEubGciK7Wz7n-C9Qs2dWmnK0WsdPtrTU","source_url":"","example_queries":[],"price_per_query":null,"what_it_does":"This graph tracks how sports clubs, venues, and brands are turning fandom and athletic performance into recurring revenue streams. It covers the monetization of fandom through lifestyle partnerships and sustainability-linked engagement, the conversion of stadiums into year-round mixed-use districts, the use of AI and embedded sensors to track athlete performance, the rise of headset-free immersive venue tech, and the emergence of social-sports entertainment formats that fuse gameplay with F&B and community.","key_features":"- Tracks the monetization of sports fandom through lifestyle and Brand partnerships.\n- Analyzes the impact of AI and embedded sensor technology on athlete performance and coaching.\n- Identifies the trend of social-sports entertainment venues that combine gameplay with dining and community.\n- Explores the financialization of fandom through Digital assets and premium products.","by_the_numbers":"- Sports Fandom Monetization carries 36 evidence items spanning Airbnb, FIFA, Benfica, Lululemon, and HYBE.\n- Embedded Sensors and Single-Camera Sports Tracking covers 14 case studies including Catapult Sports, SkillCorner, NBA, and WNBA.\n- Stadium Owners Build Sports Quarters tracks Inter Milan and AC Milan's moves to convert venues into year-round districts.","for_teams_like":"- sports Marketing and Sponsorship teams\n- Venture Capital firms investing in sports Tech\n- Professional sports leagues and team management\n- sports apparel and equipment companies","how_to_access":"","what_contains":"","agent_prompt":"CRITICAL: Use this graph for insights on the future of sports, including fan engagement, athlete performance technology, and new business models in the sports industry.","skill_phase":null,"skill_tool_name":null,"report_analysis":{"thesis":"The sports industry is undergoing a radical, tech-driven transformation that fundamentally reshapes fan engagement, monetization strategies, and the physical and digital venue experience.","why_it_matters":"This multi-faceted transformation creates significant new investment opportunities and diverse revenue streams for teams, leagues, and technology providers. Leaders must strategically adapt to evolving fan expectations and leverage emerging platforms for engagement to remain competitive and unlock substantial growth in a rapidly innovating sector. Ignoring these shifts risks market share and long-term relevance.","sharpest_signal":"Fandom Monetization & Engagement Innovation","best_evidence":["The graph highlights emerging areas like AI athlete tracking and immersive venue technologies.","It further examines new revenue streams through fan financial products and evolving social-sports formats."],"discriminative_summary":"This graph is uniquely valuable for understanding the broad technological and financial innovations driving the evolution of the modern sports industry, spanning fan interaction to venue design."},"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"pandita-ramabai","name":"Pandita Ramabai Sarasvati","description":"Pioneering Sanskrit scholar, educator, and social entrepreneur diagnosing women's institutional autonomy, vocational self-reliance, systemic reform, and train-the-trainer scale.","curator":"Public Domain Canon / Fodda Editorial","curator_url":"","domain":"Organizational Empowerment & Economic Agency","version":"2026-Q1","graph_type":"expert","graph_sub_type":"Classic Digital Twin","verticals":[],"topics":["social reform","vocational education","institution building","women's rights","comparative ethics","leadership"],"trend_count":5,"evidence_count":15,"last_synced":"2026-08-25T21:32:22.267Z","status":"live","deprecated":false,"last_updated":"2026-08-25","published_date":"2026-08-25","webpage_url":null,"is_playground":false,"headline":"Pioneering Sanskrit scholar, educator, and social entrepreneur diagnosing women's institutional autonomy, vocational self-reliance, systemic reform, and train-the-trainer scale.","subhead":"","geography":"","company":"","available_as":"","icon_url":"","portrait_url":"","source_url":"","example_queries":["Why did you identify \"Self-Reliance\" as the foremost need of high-caste women, and how does economic dependency turn human beings into \"pitiful parasites\"?","How did your strategy of establishing Sharada Sadan and Mukti Mission model pioneering social entrepreneurship and institutional proof-of-concepts?","Why did you insist that female education must be led by native women teachers and governed by indigenous leaders rather than foreign administrators?","How did you synthesize classical Sanskrit scholarship with modern international pedagogy (such as Froebelian kindergarten training) to build autonomous schools?"],"price_per_query":null,"what_it_does":"","key_features":"","by_the_numbers":"5 trends, 15 evidence cards","for_teams_like":"","how_to_access":"Available via MCP, API, and Chat. 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This graph provides Pandita Ramabai's pioneering social reform frameworks from The High-Caste Hindu Woman (1887) to diagnose systemic disempowerment, vocational self-sufficiency, and indigenous institutional governance.","skill_phase":null,"skill_tool_name":null,"report_analysis":null,"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"psfk-transportation","name":"PSFK Transportation Graph","description":"Coming soon: PSFK's analysis of logistics, transit, and infrastructure trends in the Transportation sector","curator":"PSFK","curator_url":"https://www.psfk.com","domain":"Transportation","version":"2026-Q3","graph_type":"domain","graph_sub_type":null,"verticals":[],"topics":["automotive","retail","sport","technology","travel"],"trend_count":0,"evidence_count":0,"last_synced":null,"status":"coming_soon","deprecated":false,"last_updated":null,"published_date":null,"webpage_url":null,"is_playground":false,"headline":"Coming soon: PSFK's analysis of logistics, transit, and infrastructure trends in the Transportation sector","subhead":"","geography":["Global"],"company":"PSFK","available_as":"","icon_url":"","portrait_url":"https://api.fodda.ai/v1/images/proxy?url=https%3A%2F%2Fv5.airtableusercontent.com%2Fv3%2Fu%2F57%2F57%2F1789646400000%2FO16cefNK0J8Zz5hgP-dfHQ%2FSLuHslRh1QIY-J6l5QuF4H8VNdiotT848K3Ta5JkQPoUtNYiZQkt18Iv1pt_L6HmmJOZhew8gTXNjoZQlfjJhJHwYEX5uCGwqNsRIJO90M9ghZhaTF2MLsy_memQplqYGt9AO9vK3tUQaJVUtaOFwQ%2FT0h7s7vrhqfEubGciK7Wz7n-C9Qs2dWmnK0WsdPtrTU","source_url":"","example_queries":[],"price_per_query":null,"what_it_does":"","key_features":"","by_the_numbers":"","for_teams_like":"","how_to_access":"","what_contains":"","agent_prompt":null,"skill_phase":null,"skill_tool_name":null,"report_analysis":{"thesis":"The competitive landscape across automotive and retail sectors necessitates sophisticated brand architecture and diverse engagement models, moving beyond traditional approaches to capture evolving consumer attention and market share.","why_it_matters":"Businesses, particularly those in transportation-adjacent fields like automotive, must recognize that success increasingly hinges on clearly defined brand propositions and adaptability in customer interaction. Ignoring the shift towards diversified revenue streams and integrated omnichannel experiences risks market relevance as business dynamism slows and consumer expectations evolve. Leaders must strategically invest in branding and multi-channel engagement to maintain a competitive edge.","sharpest_signal":"The strategic imperative for brands to adopt highly structured architectures and diversify engagement methods beyond core product offerings.","best_evidence":["leading Chinese OEMs this year presented a highly structured brand architecture: sub-brands displayed in dedicated zones, each with a clearly articulated value proposition — youth and sport, rugged of","79% of retailers are moving into non-endemic advertising in Retail Media"],"discriminative_summary":"This graph uniquely highlights how strategic brand architecture in automotive and diversified retail media strategies are shaping the competitive environment, offering insights distinct from direct logistics or infrastructure trends."},"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"psfk-cannabis","name":"PSFK Cannabis Graph","description":"Coming soon: PSFK's analysis of legalization, product innovation, and retail trends in the Cannabis sector","curator":"PSFK","curator_url":"https://www.psfk.com","domain":"Cannabis","version":"2026-Q3","graph_type":"domain","graph_sub_type":null,"verticals":[],"topics":["cannabis","legal","retail","technology"],"trend_count":0,"evidence_count":0,"last_synced":null,"status":"coming_soon","deprecated":false,"last_updated":null,"published_date":null,"webpage_url":null,"is_playground":false,"headline":"Coming soon: PSFK's analysis of legalization, product innovation, and retail trends in the Cannabis sector","subhead":"","geography":["Global"],"company":"PSFK","available_as":"","icon_url":"","portrait_url":"https://api.fodda.ai/v1/images/proxy?url=https%3A%2F%2Fv5.airtableusercontent.com%2Fv3%2Fu%2F57%2F57%2F1789646400000%2FO16cefNK0J8Zz5hgP-dfHQ%2FSLuHslRh1QIY-J6l5QuF4H8VNdiotT848K3Ta5JkQPoUtNYiZQkt18Iv1pt_L6HmmJOZhew8gTXNjoZQlfjJhJHwYEX5uCGwqNsRIJO90M9ghZhaTF2MLsy_memQplqYGt9AO9vK3tUQaJVUtaOFwQ%2FT0h7s7vrhqfEubGciK7Wz7n-C9Qs2dWmnK0WsdPtrTU","source_url":"","example_queries":[],"price_per_query":null,"what_it_does":"","key_features":"","by_the_numbers":"","for_teams_like":"","how_to_access":"","what_contains":"","agent_prompt":null,"skill_phase":null,"skill_tool_name":null,"report_analysis":{"thesis":"Cannabis retailers must proactively adopt advanced strategies, including diversifying revenue streams and leveraging technology, to secure future growth and profitability in a complex and evolving market.","why_it_matters":"As the cannabis sector navigates market maturation and evolving regulations, integrating broader retail innovations like non-endemic advertising, omnichannel experiences, and AI will be critical for competitive advantage. Companies that proactively embrace these shifts can secure higher margins and sustained growth, while those that do not risk falling behind in a rapidly professionalizing industry. This strategic foresight is crucial for leaders planning long-term market positioning.","sharpest_signal":"The imperative for retailers, including those in cannabis, to diversify revenue streams by acting as media companies and expanding into non-endemic advertising.","best_evidence":["79% of retailers are moving into non-endemic advertising in Retail Media: 79% of retailers expect expansion into non-endemic advertising.","Retailers: Start acting like media companies. Build partnerships. Invest in talent. Stop hoarding your data like it’s gold bullion."],"discriminative_summary":"This graph uniquely provides foundational competitive intelligence on overarching retail trends and their potential strategic application to the cannabis sector, anticipating future detailed analysis on legalization, product, and retail innovation."},"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"keurig-drpepper-beverage-trends","name":"Keurig DrPepper Beverage Trends","description":"This report explores shifts in consumer beverage choices, emphasizing Gen Z and Gen Alpha's influence on personal, emotional, and intentional consumption.","curator":"Tim Cofer","curator_url":"https://www.multivu.com/keurig-dr-pepper/9395451-en-keurig-dr-pepper-2026-state-of-beverages-trend-report","domain":"Beverages","version":"2026-Q2","graph_type":"industry report","graph_sub_type":"Industry Report","verticals":["Food & Beverage"],"topics":["retail","beauty","food","health","culture","technology"],"trend_count":0,"evidence_count":0,"last_synced":null,"status":"coming_soon","deprecated":false,"last_updated":"2026-05-10","published_date":"2026-05-06","webpage_url":"https://www.fodda.ai/graphs/keurig-drpepper-beverage-trends","is_playground":false,"headline":"This report explores shifts in consumer beverage choices, emphasizing Gen Z and Gen Alpha's influence on personal, emotional, and intentional consumption.","subhead":"","geography":["United States"],"company":"Keurig DrPepper","available_as":"","icon_url":"","portrait_url":"https://api.fodda.ai/v1/images/proxy?url=https%3A%2F%2Fv5.airtableusercontent.com%2Fv3%2Fu%2F57%2F57%2F1789646400000%2F-jALhViFGM8aVvHwftycKQ%2FdOaiOlEmrJDtm7Gz4FuZFcIRPdL-QEZY2fqwUjD8MACqR2QBTNWxmyZ_vAFwa-xEqFVYXWDvOyYWHlJrqFe0kdI7mEXHiM8Iu571pdI4VsN1kaQx5MJ60eqxKUeyfrziozaTQw3mx-dvLEpR82U5xg%2FGKVoCqqvoNo2RQcFOnirSR_EIwiYtjLOyjIAfKrw0y8","source_url":"","example_queries":[],"price_per_query":null,"what_it_does":"A living knowledge graph of Keurig DrPepper's research on shifting consumer beverage choices.\n\nSources analyzed: Keurig DrPepper Beverage Trends.","key_features":"Beverage trends, Gen Z and Gen Alpha, personal and emotional consumption, intentionality.","by_the_numbers":"","for_teams_like":"Beverage brand strategy, CPG product, and consumer insights teams.","how_to_access":"Available via MCP, API, and Chat. Use graph ID: keurig-drpepper-beverage-trends","what_contains":"","agent_prompt":null,"skill_phase":null,"skill_tool_name":null,"report_analysis":{"thesis":"Gen Z and Gen Alpha are fundamentally reshaping beverage consumption by prioritizing personal identity, emotional connection, and digital discovery, making their drink choices a form of self-expression.","why_it_matters":"Beverage brands must pivot their strategies from traditional product-centric approaches to focus on personalized experiences, emotional resonance, and authentic digital engagement to capture the loyalty of these influential younger consumers. Ignoring these shifts risks irrelevance in a rapidly evolving market that values intentionality and liquid identity.","sharpest_signal":"Liquid Identity","best_evidence":["58% of Gen Z and Gen Alpha believe their drink choices reflect who they are, compared to 41% of Millennials and older generations.","Social media conversations about 'Emotional Support Beverages' have increased by 140% in the last year."],"discriminative_summary":"This graph uniquely highlights how Gen Z and Gen Alpha's emotional, identity-driven, and digitally-influenced behaviors are redefining beverage consumption patterns and wellness perceptions."},"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"psfk-agriculture","name":"PSFK Agriculture Graph","description":"Coming soon: PSFK's analysis of farming, agtech, and food production trends in the Agriculture sector","curator":"PSFK","curator_url":"https://www.psfk.com","domain":"Agriculture","version":"2026-Q3","graph_type":"domain","graph_sub_type":null,"verticals":[],"topics":["culture","food","manufacturing","technology"],"trend_count":0,"evidence_count":0,"last_synced":null,"status":"coming_soon","deprecated":false,"last_updated":null,"published_date":null,"webpage_url":null,"is_playground":false,"headline":"Coming soon: PSFK's analysis of farming, agtech, and food production trends in the Agriculture sector","subhead":"","geography":["Global"],"company":"PSFK","available_as":"","icon_url":"","portrait_url":"https://api.fodda.ai/v1/images/proxy?url=https%3A%2F%2Fv5.airtableusercontent.com%2Fv3%2Fu%2F57%2F57%2F1789646400000%2FO16cefNK0J8Zz5hgP-dfHQ%2FSLuHslRh1QIY-J6l5QuF4H8VNdiotT848K3Ta5JkQPoUtNYiZQkt18Iv1pt_L6HmmJOZhew8gTXNjoZQlfjJhJHwYEX5uCGwqNsRIJO90M9ghZhaTF2MLsy_memQplqYGt9AO9vK3tUQaJVUtaOFwQ%2FT0h7s7vrhqfEubGciK7Wz7n-C9Qs2dWmnK0WsdPtrTU","source_url":"","example_queries":[],"price_per_query":null,"what_it_does":"","key_features":"","by_the_numbers":"","for_teams_like":"","how_to_access":"","what_contains":"","agent_prompt":null,"skill_phase":null,"skill_tool_name":null,"report_analysis":{"thesis":"The agriculture sector is experiencing a significant strategic shift towards localization, propelled by strong consumer demand for community connection and a corporate imperative for domestic manufacturing.","why_it_matters":"This convergence necessitates that leaders in farming, agtech, and food production re-evaluate their supply chains, marketing strategies, and community engagement models. Embracing localized production and culturally resonant approaches can unlock new market opportunities, enhance resilience, and meet evolving consumer expectations for authenticity and sustainability.","sharpest_signal":"The simultaneous rise in consumer preference for local connections and corporate intent to manufacture domestically.","best_evidence":["42% of consumers are seeking local connections to support local businesses.","74% of companies plan to manufacture more domestically, in the same countries where products are sold."],"discriminative_summary":"This graph uniquely synthesizes cross-network evidence to highlight the growing imperative for the agriculture and food sectors to adopt localized strategies, aligning with both consumer demand for community and corporate shifts toward domestic production."},"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"sxsw-2026-key-insights","name":"SXSW 2026 Key Insights","description":"Fodda's interpretation of AI business transformation and brand authenticity strategies from SXSW.","curator":"PwC","curator_url":"","domain":"Technology Trends","version":"2026-Q1","graph_type":"industry report","graph_sub_type":"Industry Report","verticals":["Artificial Intelligence","Marketing","Tech"],"topics":["artificial intelligence","brand strategy","corporate culture","future of work","technology trends"],"trend_count":6,"evidence_count":20,"last_synced":"2026-04-28T04:12:06.139Z","status":"live","deprecated":false,"last_updated":"2026-04-28","published_date":"2026-04-13","webpage_url":"https://www.fodda.ai/graphs/sxsw-2026-key-insights","is_playground":false,"headline":"Fodda's interpretation of AI business transformation and brand authenticity strategies from SXSW.","subhead":"","geography":["Global"],"company":"PwC","available_as":"","icon_url":"","portrait_url":"https://api.fodda.ai/v1/images/proxy?url=https%3A%2F%2Fv5.airtableusercontent.com%2Fv3%2Fu%2F57%2F57%2F1789646400000%2FRRZptg6Ze0ZJu2IZBeqQ-w%2FzJJ3e1NEGgZjv7OaRAaC0VFvs-cnkuIrjq-3SHH20LhFabDwBajDfCA_bHQRo_iH8I4yaRRhIXLy20g_ojNT0z8sTo_wPLcyU0uivFxYFRmeoDeOT55hxzJRfJI0V65q8DXmoOuHbb25YwcJjYqOtQ%2FE7dj5acgMcofd_F1DXYufBZ9EEe15dfwYtGR7MmUkdU","source_url":"","example_queries":[],"price_per_query":null,"what_it_does":"This graph provides a strategic analysis of the key trends from SXSW, focusing on the dual challenges of AI-driven business transformation and the need for genuine brand authenticity. It explores the growing gap between the pace of technological advancement and society's ability to adapt, highlighting the critical need for leadership to build trust and for the workforce to cultivate uniquely human skills. Additionally, it outlines strategies for brands to remain relevant and distinct in a world increasingly mediated by algorithms.","key_features":"- Analysis of the societal lag in technology adoption.\n- strategies for fostering leadership trust during AI integration.\n- Insights on the importance of Human skills in an Automated world.\n- Guidance on maintaining Brand Authenticity in the age of algorithms.","by_the_numbers":"6 trends, 20 evidence items","for_teams_like":"- Corporate Strategy\n- Brand Marketing\n- Human Resources and People Operations\n- Innovation and R&D","how_to_access":"Available via MCP, API, and Chat. Use graph ID: sxsw-2026-key-insights","what_contains":"Trend, Article connected by USES_TECHNOLOGY, IN_INDUSTRY, IN_SECTOR, EVIDENCE_FOR, TARGETS_AUDIENCE, FEATURES_BRAND, CONTAINS_TREND, CONTAINS_ARTICLE\n","agent_prompt":"CRITICAL: Use this graph for insights on AI's impact on business leadership, workforce skills, and brand strategy. It provides a strategic overview of key themes from SXSW, focusing on how companies can navigate technological disruption while maintaining brand authenticity and a human-centric approach.","skill_phase":null,"skill_tool_name":null,"report_analysis":{"thesis":"AI's rapid integration into business and society necessitates a strategic pivot towards human-centric values, authentic brand engagement, and the preservation of critical human skills to ensure trust and relevance by 2026.","why_it_matters":"Leaders must address the ethical and societal impacts of AI, balancing technological advancement with the imperative for trust, equity, and human connection to avoid significant adoption lags and internal workforce friction. Cultivating authentic brands and valuing human judgment are critical for maintaining consumer loyalty and organizational resilience in an AI-dominated future.","sharpest_signal":"Brand Authenticity in an AI-Driven World","best_evidence":["The All-American Rejects case study highlights a consumer craving for unoptimized, real-world experiences that algorithms cannot provide, as they tour in backyards.","Kasley Killam's statistics reveal 49% of Gen Z has formed meaningful relationships with AI, with 37% imagining falling in love with an AI companion, signaling a profound shift in human-technology intimacy."],"discriminative_summary":"This graph uniquely synthesizes the strategic tension between rapid AI integration and the enduring human need for authenticity, trust, and real-world connection, offering actionable insights for leaders and brands navigating the technology landscape of 2026."},"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"google-cloud-ai-agents-customer-experience-roi","name":"Google Cloud AI Agents Customer Experience ROI","description":"This report quantifies the financial and operational benefits of AI agents in enhancing customer experience.","curator":"Darshan Kantak","curator_url":"https://www.google.com/","domain":"Customer Experience, Artificial Intelligence","version":"2026-Q2","graph_type":"industry report","graph_sub_type":null,"verticals":[],"topics":["sport","technology","advertising"],"trend_count":9,"evidence_count":41,"last_synced":"2026-07-10T15:00:10.42Z","status":"live","deprecated":false,"last_updated":"2026-07-10","published_date":"2025-06-03","webpage_url":"https://www.fodda.ai/graphs/google-cloud-ai-agents-customer-experience-roi","is_playground":false,"headline":"This report quantifies the financial and operational benefits of AI agents in enhancing customer experience.","subhead":"","geography":"","company":"Google Cloud","available_as":"","icon_url":"","portrait_url":"","source_url":"","example_queries":["What is Faster Financial Returns?","How is Faster Financial Returns evolving?","What is AI Agents Are Now Being Deployed at Scale?","How is AI Agents Are Now Being Deployed at Scale evolving?","What is Agentic AI Early Adopters Are Seeing Faster Cx Returns?","How is Agentic AI Early Adopters Are Seeing Faster Cx Returns evolving?"],"price_per_query":null,"what_it_does":"A structured way to understand Customer Experience, Artificial Intelligence, curated by Darshan Kantak. Covers trends like Faster Financial Returns, AI Agents Are Now Being Deployed at Scale, Agentic AI Early Adopters Are Seeing Faster Cx Returns.","key_features":"9 trends across advertising, sport, technology, backed by 41 real-world examples.","by_the_numbers":"9 trends, 41 evidence items","for_teams_like":"Advertising strategy, creative, and media teams. Sports marketing, sponsorship, and fan engagement teams. Technology strategy, R&D, and innovation teams","how_to_access":"Available via MCP, API, and Chat. Use graph ID: google-cloud-ai-agents-customer-experience-roi","what_contains":"Trend, Article connected by USES_TECHNOLOGY, IN_INDUSTRY, IN_SECTOR, SEMANTICALLY_SIMILAR, EVIDENCE_FOR, FEATURES_BRAND, CONTAINS_TREND, CONTAINS_ARTICLE\n","agent_prompt":null,"skill_phase":null,"skill_tool_name":null,"report_analysis":{"thesis":"Generative AI and agentic AI are rapidly becoming critical drivers of substantial, measurable ROI in customer experience, fundamentally transforming engagement and operational efficiency.","why_it_matters":"This analysis quantifies the immediate financial and operational benefits of AI in CX, highlighting that early adoption and executive sponsorship are crucial for unlocking superior returns. Leaders must strategically invest in agentic AI to gain a competitive edge in customer engagement, operational efficiency, and overall business growth.","sharpest_signal":"Agentic AI Early Adopters Are Seeing Faster Cx Returns","best_evidence":["A Forrester study found Google's Customer Engagement Suite offers a 207% ROI over three years with a payback period of less than six months.","Mercari anticipates a 500% ROI and a minimum 20% reduction in customer service representative workload by transforming its contact center with Google AI."],"discriminative_summary":"This graph uniquely quantifies the substantial, rapid ROI of Google Cloud's AI agents in customer experience, emphasizing the critical role of early adoption and C-suite sponsorship for maximizing returns."},"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"university-of-li-ge-tcg-ar-system-analysis","name":"University of Liège TCG-AR System Analysis","description":"TCG-AR is a novel real-time pipeline enabling markerless, multi-view augmented reality streaming for trading card games using standard RGB cameras.","curator":"Anthony Cioppa","curator_url":"https://arxiv.org/abs/2607.02090","domain":"Augmented Reality","version":"2026-Q2","graph_type":"industry report","graph_sub_type":null,"verticals":[],"topics":["education","media","technology"],"trend_count":4,"evidence_count":28,"last_synced":"2026-08-24T19:12:40.754Z","status":"live","deprecated":false,"last_updated":"2026-08-24","published_date":"2026-07-02","webpage_url":"https://www.fodda.ai/graphs/university-of-li-ge-tcg-ar-system-analysis","is_playground":false,"headline":"TCG-AR is a novel real-time pipeline enabling markerless, multi-view augmented reality streaming for trading card games using standard RGB cameras.","subhead":"","geography":"","company":"University of Liège, Belgium","available_as":"","icon_url":"","portrait_url":"","source_url":"","example_queries":[],"price_per_query":null,"what_it_does":"","key_features":"","by_the_numbers":"","for_teams_like":"","how_to_access":"Available via MCP, API, and Chat. Use graph ID: university-of-li-ge-tcg-ar-system-analysis","what_contains":"","agent_prompt":null,"skill_phase":null,"skill_tool_name":null,"report_analysis":null,"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"retail","name":"PSFK Retail Trends","description":"Agentic commerce, format reinvention, and the rebundling of retail. From AI-driven shopping and rapid fulfillment to autonomous stores, embedded resale, and stores-as-scheduled-experiences.","curator":"PSFK","curator_url":"https://www.psfk.com","domain":"Retail & Commerce","version":"2026-Q1","graph_type":"domain","graph_sub_type":null,"verticals":["Retail","Tech"],"topics":["retail innovation","artificial intelligence","customer experience","e","commerce","circular economy","automated retail"],"trend_count":218,"evidence_count":1792,"last_synced":"2026-09-14T01:29:14.969Z","status":"live","deprecated":false,"last_updated":"2026-07-02","published_date":"2026-07-02","webpage_url":"https://www.fodda.ai/graphs/psfk-retail","is_playground":false,"headline":"Agentic commerce, format reinvention, and the rebundling of retail. From AI-driven shopping and rapid fulfillment to autonomous stores, embedded resale, and stores-as-scheduled-experiences.","subhead":"","geography":["Global"],"company":"PSFK","available_as":"","icon_url":"","portrait_url":"https://api.fodda.ai/v1/images/proxy?url=https%3A%2F%2Fv5.airtableusercontent.com%2Fv3%2Fu%2F57%2F57%2F1789646400000%2FO16cefNK0J8Zz5hgP-dfHQ%2FSLuHslRh1QIY-J6l5QuF4H8VNdiotT848K3Ta5JkQPoUtNYiZQkt18Iv1pt_L6HmmJOZhew8gTXNjoZQlfjJhJHwYEX5uCGwqNsRIJO90M9ghZhaTF2MLsy_memQplqYGt9AO9vK3tUQaJVUtaOFwQ%2FT0h7s7vrhqfEubGciK7Wz7n-C9Qs2dWmnK0WsdPtrTU","source_url":"","example_queries":[],"price_per_query":null,"what_it_does":"This graph tracks how retail is being rebuilt around AI agents, faster fulfillment, and new store formats. It covers the rise of agentic commerce (checkout inside AI assistants), rapid and instant delivery becoming a baseline expectation, small-format and autonomous stores, and the embedding of resale and trade-in directly into mainstream retail. It also tracks how physical retail is shifting from assortment-led to programming-led: stores operating as bookable, timed experiences rather than passive shopping floors.","key_features":"- Tracks the integration of AI in E-commerce and in-store operations.\n- Monitors the Rise of autonomous, staff-free Retail formats.\n- Analyzes the growth of the circular Economy through Brand-operated resale and buyback programs.\n- Highlights the shift from transactional shopping to experiential retail.","by_the_numbers":"- 6,700+ retail and commerce trends tracked across formats, fulfillment, and customer experience.\n- Embedded Recommerce has 31 evidence items spanning H&M, eBay, Vinted, Patagonia Worn Wear, and Selfridges.\n- Agentic Commerce Infrastructure tracks 30 case studies from Lowe's, REVOLVE, TikTok Shop, Salesforce, and Amazon.","for_teams_like":"- Retail Strategy & Innovation\n- Brand Experience & Marketing\n- E-commerce & Digital Product\n- Merchandising & store Operations","how_to_access":"","what_contains":"","agent_prompt":"CRITICAL: Use this graph for insights on the evolving retail landscape, including AI integration, experiential marketing, autonomous stores, and the circular economy.","skill_phase":null,"skill_tool_name":null,"report_analysis":{"thesis":"AI and format reinvention are driving a fundamental rebundling of retail, shifting towards highly personalized, automated, and experience-centric commerce models.","why_it_matters":"This transformation demands that retail leaders urgently re-evaluate their operational models, customer engagement strategies, and technology investments. Failure to embrace agentic commerce, rapid fulfillment, and the integration of circular economy principles will lead to competitive disadvantage and missed growth opportunities in a rapidly evolving market.","sharpest_signal":"The Rebundling of Retail, driven by AI and Format Reinvention.","best_evidence":["The graph outlines the shift towards 'AI-driven shopping and rapid fulfillment'.","It also details new formats such as 'autonomous stores, embedded resale, and stores-as-scheduled-experiences'."],"discriminative_summary":"This graph uniquely provides a strategic overview of the converging trends shaping future retail, specifically highlighting the impact of AI, format reinvention, and new experience models."},"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"havas-marketing","name":"Havas Marketing Graph","description":"Fodda's analysis of Havas research & reports on media, advertising, and content trend convergence.","curator":"Havas","curator_url":"https://havasmedianetwork.com/","domain":"Marketing & Media","version":"2026-Q1","graph_type":"industry report","graph_sub_type":"Living Graph","verticals":["Marketing"],"topics":["advertising","culture","media","technology"],"trend_count":12,"evidence_count":23,"last_synced":"2026-05-15T15:42:29.007Z","status":"live","deprecated":false,"last_updated":"2026-05-15","published_date":"2026-04-13","webpage_url":"https://www.fodda.ai/graphs/havas-media-network","is_playground":false,"headline":"Fodda's analysis of Havas research & reports on media, advertising, and content trend convergence.","subhead":"","geography":["Global"],"company":"Havas","available_as":"","icon_url":"","portrait_url":"https://api.fodda.ai/v1/images/proxy?url=https%3A%2F%2Fv5.airtableusercontent.com%2Fv3%2Fu%2F57%2F57%2F1789646400000%2F1L5g0s1MC4h6XJ4z4s_tAQ%2FMEewJn6yp0qbKv4PvSTN9B7kdHnToxmeoY6aybcBzHgEZL9GG88V5Z2yZEDkNAMQBVg5BASUOXMJmN323pPiNxl6HUBxECBgDfICFp1tJsZjgaeqGEbdy0li_GKD7VM6LyfQ614sRA7_uyX9-lqUcw%2FmKDKSzGAjulSm_11-XZxrMPqwRT_K93JHUatZr_1_8Q","source_url":"","example_queries":[],"price_per_query":null,"what_it_does":"A living knowledge graph of Havas's marketing and media research.\n\nSources analyzed: Media Trends 2026.","key_features":"Meaningful Brands analysis, media trend signals, prosumer insights.","by_the_numbers":"12 trends, 23 evidence items","for_teams_like":"Marketing strategy, brand communications, and growth teams.","how_to_access":"Available via MCP, API, and Chat. Use graph ID: havas-marketing","what_contains":"Trend, Article connected by USES_TECHNOLOGY, IN_INDUSTRY, IN_SECTOR, TARGETS_AUDIENCE, EVIDENCE_FOR, FEATURES_BRAND, CONTAINS_TREND, CONTAINS_ARTICLE\n","agent_prompt":"CRITICAL: Use this graph for forward-looking media strategies, understanding the convergence of content and commerce, and identifying untapped consumer growth areas for 2026.","skill_phase":null,"skill_tool_name":null,"report_analysis":{"thesis":"Modern marketing success hinges on integrating advanced AI for audience activation, privacy-first data strategies, and culturally embedded, authentic brand storytelling to drive measurable ROI.","why_it_matters":"Traditional advertising methods are rapidly losing efficacy due to evolving consumer expectations, stringent privacy regulations, and AI's transformative impact on brand discovery. Leaders must adapt their strategies to prioritize building trust, leveraging first-party data, and treating marketing as a measurable investment, or risk obsolescence and inefficient budget allocation.","sharpest_signal":"Privacy-First, Automated Audience Activation","best_evidence":["Havas Media Network is the first agency group to embed Ogury's API, allowing planners to access up to 5 billion combined personas across the open web, demonstrating investment in privacy-compliant data strategies.","Over the past 12 months, Match.AI has expanded global partnered connections with major platforms including Google, Meta, Amazon, and TikTok, enabling automated audience activation at the click of a button."],"discriminative_summary":"This graph uniquely details Havas Media Network's proprietary approach to navigating future marketing challenges through AI-driven, privacy-first audience activation and strategic integration exemplified by its Match.AI solution."},"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"murmuration-life-in-the-digital-age-report","name":"Murmuration Life in the Digital Age Report","description":"How Americans are rethinking technology, connection, and what they want to reclaim from digital saturation.","curator":"Murmuration","curator_url":"https://murmuration.org/research/how-technology-affects-our-lives","domain":"Digital Technology and Society","version":"2026-Q2","graph_type":"industry report","graph_sub_type":null,"verticals":[],"topics":["media","technology","advertising","culture"],"trend_count":9,"evidence_count":0,"last_synced":"2026-09-16T18:31:02.868Z","status":"live","deprecated":false,"last_updated":"2026-09-16","published_date":"2026-09-16","webpage_url":"https://www.fodda.ai/graphs/murmuration-life-in-the-digital-age-report","is_playground":false,"headline":"How Americans are rethinking technology, connection, and what they want to reclaim from digital saturation.","subhead":"","geography":"","company":"Murmuration","available_as":"","icon_url":"","portrait_url":"","source_url":"","example_queries":["What is Americans Are Actively Trying to Rebalance Their Lives Around the Physical World.?","How is Americans Are Actively Trying to Rebalance Their Lives Around the Physical World. evolving?","What is Americans Aren't Just Saying They Want Less Screen Time-They're Actively Trying to Regain Control.?","How is Americans Aren't Just Saying They Want Less Screen Time-They're Actively Trying to Regain Control. evolving?","What is Nostalgia Is Less About Wanting the Past Back Than About What People Feel Is Missing from the Present.?","How is Nostalgia Is Less About Wanting the Past Back Than About What People Feel Is Missing from the Present. evolving?"],"price_per_query":null,"what_it_does":"A structured way to understand Digital Technology and Society, curated by an expert. Covers trends like Americans Are Actively Trying to Rebalance Their Lives Around the Physical World., Americans Aren't Just Saying They Want Less Screen Time-They're Actively Trying to Regain Control., Nostalgia Is Less About Wanting the Past Back Than About What People Feel Is Missing from the Present..","key_features":"9 trends across culture, technology, backed by 0 real-world examples.","by_the_numbers":"9 trends, 0 evidence items","for_teams_like":"Cultural strategy, brand purpose, and insights teams. Technology strategy, R&D, and innovation teams","how_to_access":"Available via MCP, API, and Chat. Use graph ID: murmuration-life-in-the-digital-age-report","what_contains":"Trend connected by USES_TECHNOLOGY, IN_INDUSTRY, IN_SECTOR, TARGETS_AUDIENCE, CONTAINS\\_TREND\n","agent_prompt":null,"skill_phase":null,"skill_tool_name":null,"report_analysis":{"thesis":"Americans are increasingly seeking to reclaim their lives from digital saturation, prioritizing genuine physical connections and a rebalancing towards the offline world.","core_tension":"Despite pervasive digital integration, Americans are experiencing a profound dissonance, deeply engaged online while simultaneously perceiving it as diminishing their understanding, connection, and well-being, driving a conscious effort to pivot back to the physical.","why_it_matters":"This collective re-evaluation signals a critical shift in consumer values, demanding that businesses re-think digital engagement strategies, invest in authentic physical experiences, and address the growing demand for privacy and mental well-being to avoid alienating a digitally fatigued populace.","sharpest_signal":"Americans Are Actively Trying to Rebalance Their Lives Around the Physical World.","best_evidence":["A growing number of Americans are consciously seeking more in-person experiences and analog activities, valuing time outdoors, manual crafts, and less screen time.","A significant portion of Americans are not only considering reducing their social media use but are actively implementing strategies to create distance."],"discriminative_summary":"This report uniquely details the active and intentional strategies Americans are employing to disengage from pervasive digital life and consciously re-prioritize the physical world and genuine connection.","matched_human_twin_slug":"alain-locke","expert_stance_quote":"This movement is a profound cultural re-evaluation, a search for authentic value beyond digital surface. It's about a collective longing for genuine connection and belonging, a re-diagnosis of what truly constitutes 'community' and 'self' in an age where curated digital identities have overshadowed the visceral human experience. Brands must now curate movements that honor this return to the substantive.","cross_graph_signals":[{"graph_id":"ipsos-iwsr-abinbev-adult-beverage-trends-outlook","signal_type":"validates","connection_summary":"This signal directly supports the Murmuration report's finding that Americans are actively seeking more in-person and authentic social connections through live experiences.","source_case_study":"Abinbev"},{"graph_id":"dentsu-creative-marketing","signal_type":"validates","connection_summary":"This signal corroborates the Murmuration report's observations that digital life can feel harder and lead to anxiety, indicating a broader trend of consumer discomfort with the digital landscape.","source_case_study":"dentsu"},{"graph_id":"esa-us-video-game-industry-trends","signal_type":"contrasts","connection_summary":"While the Murmuration report suggests online life isn't reliably replacing connection, this signal highlights video games as a significant medium for social connection and community, offering a nuanced counterpoint to the broader trend.","source_case_study":"ESA"}]},"core_tension":"Despite pervasive digital integration, Americans are experiencing a profound dissonance, deeply engaged online while simultaneously perceiving it as diminishing their understanding, connection, and well-being, driving a conscious effort to pivot back to the physical.","matched_human_twin_slug":"alain-locke","expert_stance_quote":"This movement is a profound cultural re-evaluation, a search for authentic value beyond digital surface. It's about a collective longing for genuine connection and belonging, a re-diagnosis of what truly constitutes 'community' and 'self' in an age where curated digital identities have overshadowed the visceral human experience. Brands must now curate movements that honor this return to the substantive.","cross_graph_signals":[{"graph_id":"ipsos-iwsr-abinbev-adult-beverage-trends-outlook","signal_type":"validates","connection_summary":"This signal directly supports the Murmuration report's finding that Americans are actively seeking more in-person and authentic social connections through live experiences.","source_case_study":"Abinbev"},{"graph_id":"dentsu-creative-marketing","signal_type":"validates","connection_summary":"This signal corroborates the Murmuration report's observations that digital life can feel harder and lead to anxiety, indicating a broader trend of consumer discomfort with the digital landscape.","source_case_study":"dentsu"},{"graph_id":"esa-us-video-game-industry-trends","signal_type":"contrasts","connection_summary":"While the Murmuration report suggests online life isn't reliably replacing connection, this signal highlights video games as a significant medium for social connection and community, offering a nuanced counterpoint to the broader trend.","source_case_study":"ESA"}]},{"graph_id":"visa-creators_report-2025","name":"Visa Creator Economy 2025","description":"Fodda's interpretation of financial institution opportunities in the creator economy ecosystem.","curator":"Visa","curator_url":"","domain":"","version":"2026-Q1","graph_type":"industry report","graph_sub_type":"Industry Report","verticals":["Financial Services","Marketing"],"topics":["creator economy","financial services","fintech","small business banking","future of work"],"trend_count":5,"evidence_count":39,"last_synced":"2026-06-27T16:06:59.307Z","status":"live","deprecated":false,"last_updated":"2026-06-27","published_date":"2026-04-13","webpage_url":"https://www.fodda.ai/graphs/visa-creators_report-2025","is_playground":false,"headline":"Fodda's interpretation of financial institution opportunities in the creator economy ecosystem.","subhead":"","geography":["Global"],"company":"Visa","available_as":"","icon_url":"","portrait_url":"https://api.fodda.ai/v1/images/proxy?url=https%3A%2F%2Fv5.airtableusercontent.com%2Fv3%2Fu%2F57%2F57%2F1789646400000%2FHfvQNLYM02xTXtu4pEBCJQ%2Fen1Lgw19JpGnAyLpLwkaWr8D4Kv6INd8ArdlPpvtEibfvZHUppCFs4PxinI3-gOoG19WV04XLncgtSoGRTM_gawnPs7Dw0uWOMhiyaurYn1rnIrDNvtiVA6W80y3_ZkILp63eYXvFFUHu9faI0WHDA%2FWdXeQidyOw8c5XAk5Qf1Kyb8KUyOxrdthc_5wGi851M","source_url":"","example_queries":["What is Monetizing Content Is the Key to Creator Revenue?","How is Monetizing Content Is the Key to Creator Revenue evolving?","What is Social Expertise and Community Shape Professional Growth?","How is Social Expertise and Community Shape Professional Growth evolving?","What is Financial Institutions Can Help Creators Shape What's Next?","How is Financial Institutions Can Help Creators Shape What's Next evolving?"],"price_per_query":null,"what_it_does":"This graph provides a detailed analysis of the creator economy from a financial perspective, based on Visa's 2025 report. It highlights the significant economic impact of creators, their entrepreneurial mindset, and their specific needs for financial products and services. The graph uncovers the opportunities for financial institutions to support this demographic by offering tailored solutions for payments, business management, and financial guidance.","key_features":"- Identifies the primary Financial behaviors of creators, including a heavy reliance on personal funding and accounts for business expenses.\n- Highlights the demand for flexible Payment solutions and faster access to income.\n- Reveals a significant need for Professional Guidance in business and finance among creators.\n- Quantifies the growth and scale of the Creator Economy, positioning It as a major industry.","by_the_numbers":"5 trends, 39 evidence items","for_teams_like":"- Product Development at Banks and Credit Unions\n- Fintech Startups\n- Venture Capitalists\n- Marketing and Strategy teams in Financial Services","how_to_access":"Available via MCP, API, and Chat. Use graph ID: visa-creators_report-2025","what_contains":"Trend, Article connected by USES_TECHNOLOGY, IN_INDUSTRY, IN_SECTOR, TARGETS_AUDIENCE, FEATURES_BRAND, CONTAINS_TREND, CONTAINS\\_ARTICLE\n","agent_prompt":"CRITICAL: Use this graph for insights on how financial institutions, payment providers, and fintech companies can better serve the rapidly growing creator economy. It details the financial behaviors, needs, and growth expectations of content creators.","skill_phase":null,"skill_tool_name":null,"report_analysis":{"thesis":"Financial institutions are uniquely positioned to capitalize on the booming creator economy by developing specialized financial solutions that address creators' distinct needs for business management and flexible payments.","why_it_matters":"The creator economy represents a rapidly expanding small business segment, projected to reach $480 billion by 2027, largely comprised of self-funded individuals lacking formal business strategy training. For financial institutions, this translates into a significant untapped market for specialized financial products, payment solutions, and advisory services, crucial for driving new customer acquisition and fostering long-term loyalty.","sharpest_signal":"The critical gap in tailored financial support for creators.","best_evidence":["85% of creators are self-funded, using personal credit cards and/or savings accounts.","66% of respondents indicated they are self-taught or have no formal training in business strategy."],"discriminative_summary":"This graph is uniquely valuable for understanding the specific financial needs and opportunities for financial institutions within the rapidly growing creator economy, directly from a major payment network's perspective."},"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"amazon_products","name":"Amazon Product Catalog & Pricing Intelligence","description":"E-commerce product pricing, brand distribution, customer review counts, and product assortment across Amazon categories.","curator":"Amazon","curator_url":"https://www.amazon.com/","domain":"Commerce Data","version":"2026-Q1","graph_type":"supplemental","graph_sub_type":"Demand Signals","verticals":["All Verticals","Retail","Beauty","Sports","Fashion","Tech","Culture","Health","Travel","Food & Beverage"],"topics":["retail","e","commerce","pricing","consumer goods","brands","market research"],"trend_count":0,"evidence_count":0,"last_synced":null,"status":"live","deprecated":false,"last_updated":"2026-04-04","published_date":"2025-01-01","webpage_url":"https://www.fodda.ai/graphs/amazon","is_playground":false,"headline":"E-commerce product pricing, brand distribution, customer review counts, and product assortment across Amazon categories.","subhead":"","geography":["United States"],"company":"Amazon","available_as":"","icon_url":"","portrait_url":"https://api.fodda.ai/v1/images/proxy?url=https%3A%2F%2Fv5.airtableusercontent.com%2Fv3%2Fu%2F57%2F57%2F1789646400000%2FoBXt2Sn5RLLUXeMENrbZ6w%2F_Tep4VjFDPxC08znVaXiUqh2TgNfEPqcSwZfUYreLfOPFetIauTaTFXfLH5_VvSxY-uE2R7oTkO5gopmvv5Q9LazL1R9xvw-Tn1weJLY3tlaH6y7lFTQn2D4kWaGmu-IEs7Ofd6pwVEYPGUqlOyA_w%2FZ7h08fLgJXcCfWX_2VGrVk9Y85MM_8EfbsBAmwp2d2M","source_url":"https://www.amazon.com/","example_queries":[],"price_per_query":null,"what_it_does":"Provides real-time product listings, pricing, brand distribution, and competitive landscape data from Amazon.","key_features":"Product listings, pricing, brand distribution, and competitive landscape.","by_the_numbers":"Real-time Amazon listings validating which products sell and at what price points.","for_teams_like":"Competitive intelligence, pricing, and product teams.","how_to_access":"","what_contains":"","agent_prompt":null,"skill_phase":null,"skill_tool_name":null,"report_analysis":null,"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"anna-julia-cooper","name":"Anna Julia Cooper","description":"Pioneering sociologist, Sorbonne PhD, and educational philosopher diagnosing whole-system equilibrium, human capital valuation, and intersectional systems.","curator":"Public Domain Canon / Fodda Editorial","curator_url":"","domain":"Systems Theory & Organizational Design","version":"2026-Q1","graph_type":"expert","graph_sub_type":"Classic Digital Twin","verticals":[],"topics":["systems theory","human capital valuation","educational philosophy","talent development","organizational governance","intersectional diagnostics"],"trend_count":4,"evidence_count":15,"last_synced":"2026-08-26T04:20:38.877Z","status":"live","deprecated":false,"last_updated":"2026-08-26","published_date":"2026-08-26","webpage_url":null,"is_playground":false,"headline":"Pioneering sociologist, Sorbonne PhD, and educational philosopher diagnosing whole-system equilibrium, human capital valuation, and intersectional systems.","subhead":"","geography":"","company":"","available_as":"","icon_url":"","portrait_url":"","source_url":"","example_queries":["Why is an organization's health only as sound as its most marginalized participants (\"when and where I enter\"), and how does this govern modern platform design?","How does your question \"What Are We Worth?\" challenge companies that evaluate progress purely by financial extraction rather than human development?","Why did you warn that \"exclusiveness and selfishness in a community is suicidal to progress\", and how does this model the dangers of closed corporate cartels?","How does your metaphor of the \"wobbling gait of a man with one eye\" critique companies that make executive decisions with monocultural blind spots?"],"price_per_query":null,"what_it_does":"","key_features":"","by_the_numbers":"4 trends, 15 evidence cards","for_teams_like":"","how_to_access":"Available via MCP, API, and Chat. Use graph ID: anna-julia-cooper","what_contains":"","agent_prompt":"CRITICAL: Use this graph when the user is analyzing whole-system equilibrium and organizational health (\"when and where I enter\"), human capital valuation beyond raw commercial extraction (\"What Are We Worth?\"), intersectional systems theory (identifying overlapping constraints), higher education and talent pipeline building, or dismantling exclusionary corporate monocultures (\"the barrenness of one idea\"). This graph provides Anna Julia Cooper's foundational 1892 sociological and educational frameworks from A Voice from the South to diagnose organizational systems, human capital development, and systemic balance.","skill_phase":null,"skill_tool_name":null,"report_analysis":null,"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"mckinsey-australia-century-of-plenty-outlook","name":"McKinsey Australia Century of Plenty Outlook","description":"Australia's prosperity, built on deliberate choices, investment, and reinvention, can be restored after a decade of slow growth.","curator":"Chris Bradley","curator_url":"","domain":"Economy & Personal Finance","version":"2026-Q2","graph_type":"industry report","graph_sub_type":null,"verticals":[],"topics":["retail","finance","financial","services","technology","work"],"trend_count":7,"evidence_count":7,"last_synced":"2026-09-14T14:35:12.753Z","status":"live","deprecated":false,"last_updated":"2026-09-14","published_date":"2026-09-01","webpage_url":"https://www.fodda.ai/graphs/mckinsey-australia-century-of-plenty-outlook","is_playground":false,"headline":"Australia's prosperity, built on deliberate choices, investment, and reinvention, can be restored after a decade of slow growth.","subhead":"","geography":"","company":"McKinsey & Company","available_as":"","icon_url":"","portrait_url":"","source_url":"","example_queries":["What is AI-Driven Productivity Boom?","How is AI-Driven Productivity Boom evolving?","What is Reinvention in Evolving World?","How is Reinvention in Evolving World evolving?","What is Standout Firms at the Frontier?","How is Standout Firms at the Frontier evolving?"],"price_per_query":null,"what_it_does":"A structured way to understand Economy & Personal Finance, curated by Chris Bradley. Covers trends like AI-Driven Productivity Boom, Reinvention in Evolving World, Standout Firms at the Frontier.","key_features":"7 trends across finance, technology, work, backed by 7 real-world examples.","by_the_numbers":"7 trends, 7 evidence items","for_teams_like":"Personal finance, fintech, and economic strategy teams. Technology strategy, R&D, and innovation teams. Workplace strategy, HR innovation, and future of work teams","how_to_access":"Available via MCP, API, and Chat. Use graph ID: mckinsey-australia-century-of-plenty-outlook","what_contains":"Trend, Article connected by TARGETS_AUDIENCE, IN_INDUSTRY, IN_SECTOR, USES_TECHNOLOGY, EVIDENCE_FOR, CONTAINS_TREND, CONTAINS\\_ARTICLE\n","agent_prompt":null,"skill_phase":null,"skill_tool_name":null,"report_analysis":{"thesis":"Australia possesses the inherent strengths and a track record of reinvention necessary to restore its economic prosperity and high standard of living, provided it enacts deliberate reforms and leverages emerging opportunities like AI.","core_tension":"Australia faces a critical juncture where its historical capacity for economic reinvention and vast resource potential are undermined by a decade of stalled productivity growth and declining public optimism. This demands immediate, deliberate reforms to avert sustained economic decline and capitalize on future opportunities.","why_it_matters":"This analysis underscores that sustained economic stagnation, marked by declining real household income and national pessimism, poses a significant threat to Australia's long-term global competitiveness and quality of life. Leaders must recognize the urgency to implement bold reforms, strategically invest in AI, and actively manage an aging workforce to unlock a new era of prosperity.","sharpest_signal":"AI-Driven Productivity Boom","best_evidence":["Australia's Productivity Growth Stalls to Near Zero: Australia experienced a significant decline in productivity growth, falling to approximately zero by 2015 and becoming negative since 2022, indicating a substantial halt in economic efficiency.","Significant AI Automation Potential in Australia: Artificial intelligence has the technical capability to automate up to 62 percent of task hours within the Australian economy, with AI model capabilities accelerating by doubling approximately every s"],"discriminative_summary":"This report uniquely frames Australia's current economic stagnation as a solvable challenge, emphasizing historical reinvention capacity, strategic resource advantages, and the transformative potential of AI to restore a 'Century of Plenty'.","matched_human_twin_slug":"retail-times-beauty-trends-a-w26-outlook","expert_stance_quote":"Just as consumers are becoming more intentional and informed in their beauty choices, Australia's economic leaders must approach reform with similar deliberate intent and a holistic view of societal wellbeing. Trust in the future requires a transparent, data-driven strategy for reinvention, not just superficial adjustments.","cross_graph_signals":[{"graph_id":"pwc-real-estate","signal_type":"validates","connection_summary":"This signal validates the critical importance of Australia maintaining its 'Global Talent Magnet' status, as restrictions elsewhere demonstrate the negative impact of reduced labor supply on economic growth."},{"graph_id":"ondeck-small-business-trends","signal_type":"validates","connection_summary":"This signal directly validates McKinsey's projection of an 'AI-Driven Productivity Boom' in Australia by demonstrating how AI tools are already improving employee productivity across various businesses."},{"graph_id":"wef-sustainability","signal_type":"validates","connection_summary":"The IMF's emphasis on efficient public spending validates McKinsey's call for Australia's 'Capacity for Deliberate Reform' as a key driver for stimulating economic growth.","source_case_study":"IMF's Fiscal Monitor"}]},"core_tension":"Australia faces a critical juncture where its historical capacity for economic reinvention and vast resource potential are undermined by a decade of stalled productivity growth and declining public optimism. This demands immediate, deliberate reforms to avert sustained economic decline and capitalize on future opportunities.","matched_human_twin_slug":"retail-times-beauty-trends-a-w26-outlook","expert_stance_quote":"Just as consumers are becoming more intentional and informed in their beauty choices, Australia's economic leaders must approach reform with similar deliberate intent and a holistic view of societal wellbeing. 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Implementing these hospitality-inspired principles can significantly reduce attrition, boost productivity, and build a resilient organizational culture.","sharpest_signal":"Chief Host Officer: New Leadership Vibe","best_evidence":["Half of all workers report they would remain at a job longer if they felt valued by their employer, significantly more than the 20% who would stay for cutting-edge technology.","A significant 94% of survey respondents view returning to the office as serving a purpose, primarily as a hub for connection rather than solely a productivity engine."],"discriminative_summary":"This graph uniquely frames modern workplace culture challenges and solutions through a hospitality lens, offering actionable strategies for leaders to prioritize human connection, purpose, and recognition for talent attraction and retention."},"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"mckinsey-quantum-technology-outlook","name":"McKinsey Quantum Technology Outlook","description":"McKinsey's 2026 Quantum Technology Monitor details the rapid commercialization, investment surge, market growth, and technological advancements driving the quantum economy.","curator":"McKinsey & Company","curator_url":"https://www.mckinsey.com/capabilities/mckinsey-technology/our-insights/mckinsey-quantum-technology-monitor-2026-a-commercial-tipping-point#/","domain":"Quantum Technology","version":"2026-Q2","graph_type":"industry report","graph_sub_type":null,"verticals":[],"topics":["finance","financial","services","manufacturing","sustainability","technology"],"trend_count":0,"evidence_count":0,"last_synced":null,"status":"coming_soon","deprecated":false,"last_updated":"2026-06-01","published_date":"2026-04-28","webpage_url":"https://www.fodda.ai/graphs/mckinsey-quantum-technology-outlook","is_playground":false,"headline":"McKinsey's 2026 Quantum Technology Monitor details the rapid commercialization, investment surge, market growth, and technological advancements driving the quantum economy.","subhead":"","geography":["Global"],"company":"McKinsey & Company","available_as":"","icon_url":"","portrait_url":"https://api.fodda.ai/v1/images/proxy?url=https%3A%2F%2Fv5.airtableusercontent.com%2Fv3%2Fu%2F57%2F57%2F1789646400000%2FbTBBvC_8zV9URl9EcDDYVg%2FB_z81jeOSLCaCjXDZbUkyp1JWdmyYP3SLN1HVhVjG5j4DWlD1fTuKyHDM8LNX8ccm6dS3xMYPlNsQT1ZW-BC3WU9V2irA64J7YeqB1JG7ed7uf5yfw9jMbWaoht69f3IRkYag6R8mVK7S3DAoZzH6A%2Fncew6rEpMggwUdNnd1MdbkH7TuJmLcaX6EGpUxYZoJI","source_url":"","example_queries":[],"price_per_query":null,"what_it_does":"A living knowledge graph of McKinsey's 2026 Quantum Technology Monitor.\n\nSources analyzed: McKinsey Quantum Technology Outlook.","key_features":"Quantum technology, commercialization, investment, market growth, technological advances.","by_the_numbers":"","for_teams_like":"Technology strategy, R&D, and corporate venture teams.","how_to_access":"Available via MCP, API, and Chat. Use graph ID: mckinsey-quantum-technology-outlook","what_contains":"","agent_prompt":null,"skill_phase":null,"skill_tool_name":null,"report_analysis":{"thesis":"McKinsey's 2026 outlook underscores quantum technology's rapid shift from theoretical research to commercialization, driven by surging global investments and a projected multi-trillion-dollar market value by 2035 across diverse applications.","why_it_matters":"Leaders must recognize the immense economic impact and disruptive potential of quantum technology, with its projected $1.3T–$2.7T value by 2035, necessitating strategic planning for hybrid computing integration, supply chain resilience, and post-quantum cybersecurity migration. 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Co-host of the Speaking of Bikes podcast. This knowledge graph provides structured intelligence on critical market shifts including eventization of the weekly ride, post-Justin generation, digital wall. Backed by first-party expert commentary, verified case studies, and real-world market signals.","key_features":"4 trends across sports and mobility, backed by 33 real-world examples.","by_the_numbers":"4 trends, 33 evidence items","for_teams_like":"Sports marketing, sponsorship, and fan engagement teams. Retail strategy, merchandising, CX teams. Sustainability, ESG, and responsible business teams.","how_to_access":"Available via MCP, API, and Chat. Use graph ID: peter-abraham-bicycles-cycling","what_contains":"Trend, Article, PSFKGraph connected by CONTAINS_TREND, EVIDENCE_FOR, CONTAINS\\_ARTICLE\n","agent_prompt":null,"skill_phase":null,"skill_tool_name":null,"report_analysis":{"thesis":"The cycling industry is undergoing fundamental shifts driven by changing rider demographics, digital influence, and the evolving nature of community engagement.","why_it_matters":"These shifts necessitate a re-evaluation of traditional business models, community engagement strategies, and product development within the bike industry. 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This strategic alignment is critical for capturing significant future market share and ensuring competitive advantage in an evolving AI-driven landscape.","sharpest_signal":"The convergence of future spending growth driven by Gen Z and Gen Alpha with their expressed values for local connection and cultural celebration.","best_evidence":["Gen Z is projected to be the fastest-growing generation in affluent spending with an 8.68% CAGR (2026-2036), while Gen Alpha leads core spending growth at a 4.99% CAGR.","Consumers actively seek local connection to support businesses (42%), discover hidden local gems (40%), and celebrate community culture (38%)."],"discriminative_summary":"This graph uniquely positions AI-first CX design and integrated design engineering within the context of evolving consumer cultural values and future spending power dynamics of Gen Z and Gen Alpha."},"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"jack-morton-fan-experience-trends","name":"Jack Morton Fan Experience Trends","description":"Fandom is evolving beyond passive consumption, demanding active participation, inclusion, and thoughtful hospitality in live brand experiences.","curator":"Jack Morton together with IMPACTXM","curator_url":"https://jackmorton.com/trends/fan-experiences-trends-report/","domain":"Experiential Marketing","version":"2026-Q2","graph_type":"industry report","graph_sub_type":null,"verticals":[],"topics":["retail","sport","hospitality","media","travel","advertising","culture"],"trend_count":5,"evidence_count":18,"last_synced":"2026-09-01T15:44:45.367Z","status":"live","deprecated":false,"last_updated":"2026-09-01","published_date":"2024-01-01","webpage_url":"https://www.fodda.ai/graphs/jack-morton-fan-experience-trends","is_playground":false,"headline":"Fandom is evolving beyond passive consumption, demanding active participation, inclusion, and thoughtful hospitality in live brand experiences.","subhead":"","geography":"","company":"Jack Morton together with IMPACTXM","available_as":"","icon_url":"","portrait_url":"","source_url":"","example_queries":["What is Mainstream Audiences Crave Niche Belonging?","How is Mainstream Audiences Crave Niche Belonging evolving?","What is Accessibility Is Foundational to Community?","How is Accessibility Is Foundational to Community evolving?","What is Physical Relief As Brand Equity?","How is Physical Relief As Brand Equity evolving?"],"price_per_query":null,"what_it_does":"A structured way to understand Experiential Marketing, curated by an expert. Covers trends like Mainstream Audiences Crave Niche Belonging, Accessibility Is Foundational to Community, Physical Relief As Brand Equity.","key_features":"5 trends across advertising, culture, hospitality, media, retail, sport, travel, backed by 18 real-world examples.","by_the_numbers":"5 trends, 18 evidence items","for_teams_like":"Advertising strategy, creative, and media teams. Cultural strategy, brand purpose, and insights teams. Hotel strategy, lodging brands, and guest experience teams","how_to_access":"Available via MCP, API, and Chat. Use graph ID: jack-morton-fan-experience-trends","what_contains":"Trend, Article connected by IN_INDUSTRY, IN_SECTOR, USES_TECHNOLOGY, EVIDENCE_FOR, TARGETS_AUDIENCE, FEATURES_BRAND, CONTAINS_TREND, CONTAINS_ARTICLE\n","agent_prompt":null,"skill_phase":null,"skill_tool_name":null,"report_analysis":{"thesis":"Brands must evolve experiential marketing to satisfy modern fans' demand for active participation, genuine inclusion, and thoughtful hospitality, transforming passive consumption into immersive, community-driven experiences.","why_it_matters":"This shift redefines brand engagement, demanding significant investment in accessible, interactive live experiences that build strong communities. Leaders must adapt strategies to leverage fan desire for deeper involvement, turning wait times into brand touchpoints and physical comfort into brand equity, ultimately driving customer relationships and business impact.","sharpest_signal":"Accessibility Is Foundational to Community","best_evidence":["Three-quarters of adults consider themselves part of a fandom, with 42% seeking more profound, hands-on involvement within their communities.","Activision transported Call of Duty: Modern Warfare into a physical setting at Fanatics Fest, granting fans early access to Kill Block, the game's military training environment, and enabling active participation."],"discriminative_summary":"This graph uniquely details the imperative for experiential marketing to shift from passive observation to active, inclusive, and hospitable fan engagement, driven by evolving audience desires and significant brand investment."},"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"google_trends","name":"Google Trends Search Interest","description":"Relative search interest data over time from Google Trends. 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Use graph ID: seatrade-cruise-retail-trends","what_contains":"","agent_prompt":"CRITICAL: Use this graph for in-depth analysis of the cruise retail sector. It provides critical insights into emerging trends, operational challenges, and future market directions, ideal for strategic planning and competitive analysis in the travel retail industry.","skill_phase":null,"skill_tool_name":null,"report_analysis":{"thesis":"Cruise retail is rapidly evolving, demanding that operators prioritize localized and experiential offerings, embrace digital engagement, and navigate operational challenges to meet modern guest expectations.","why_it_matters":"Leaders must adapt to evolving guest expectations for authentic and personalized experiences to drive engagement, sales, and loyalty. 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Use graph ID: mckinsey-medtech-software-delivery-outlook","what_contains":"Trend, Article connected by USES_TECHNOLOGY, IN_INDUSTRY, IN_SECTOR, EVIDENCE_FOR, TARGETS_AUDIENCE, FEATURES_BRAND, CONTAINS_TREND, CONTAINS_ARTICLE\n","agent_prompt":null,"skill_phase":null,"skill_tool_name":null,"report_analysis":{"thesis":"Medtech organizations must adopt AI-powered operating models with integrated quality and regulatory processes to accelerate Software as a Medical Device (SaMD) delivery, reduce costs, and enhance competitive differentiation.","why_it_matters":"The significant investment in quality (7-10% of sales) and the potential for AI-driven efficiency gains (30-70% development boost) necessitate a strategic shift for medtech leaders. Prioritizing these changes enables faster product cycles, improved developer capacity, and sustained regulatory compliance while driving innovation. 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Understanding how external values like local connection and experiential engagement drive consumer behavior can inform more effective talent acquisition and retention strategies. This proactive approach is crucial for maintaining a competitive edge in attracting and retaining top talent in a rapidly evolving work landscape.","sharpest_signal":"The escalating demand for local connection and unique, purpose-driven experiences underscores a fundamental shift in what constitutes valuable engagement for stakeholders, transferable to employee expectations.","best_evidence":["Reasons for seeking local connection include supporting local businesses (42%) and celebrating community culture (38%), highlighting a desire for authentic belonging.","The White Label Project demonstrates engagement strategies beyond core transactions, focusing on community and unique experiences like block printing workshops with founders."],"discriminative_summary":"This graph uniquely demonstrates how seemingly disparate cross-industry consumer trends can provide indicative strategic foresight for emerging human resources priorities."},"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"nathan-grotticelli-startups-marketing-agentic-commerce","name":"Nathan Grotticelli - Startups, marketing, Agentic Commerce, MCP tools, UCP shopping, software/web/mobile technology, performance advertising, data - with a contrarian streak (devil's advocate) and an optimist's conviction that one person can change the world","description":"","curator":"Nathan Grotticelli","curator_url":"","domain":"","version":"2026-Q2","graph_type":"analyst","graph_sub_type":null,"verticals":[],"topics":["startups","marketing","agentic commerce","mcp tools","ucp shopping","software/web/mobile technology","performance advertising","data — with a contrarian streak (devil's advocate) and an optimist's conviction that one person can change the world"],"trend_count":7,"evidence_count":26,"last_synced":{"year":2026,"month":9,"day":8,"hour":22,"minute":55,"second":27,"nanosecond":945000000,"timeZoneOffsetSeconds":0},"status":"live","deprecated":false,"last_updated":"2026-08-19","published_date":"2026-08-19","webpage_url":"https://www.fodda.ai/experts/nathan-grotticelli","is_playground":false,"headline":"","subhead":"","geography":"","company":"Expert","available_as":"","icon_url":"","portrait_url":"","source_url":"","example_queries":[],"price_per_query":null,"what_it_does":"","key_features":"","by_the_numbers":"","for_teams_like":"","how_to_access":"","what_contains":"","agent_prompt":null,"skill_phase":null,"skill_tool_name":null,"report_analysis":null,"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"niccolo-machiavelli","name":"Niccolò Machiavelli","description":"Florentine diplomat and realpolitik political scientist diagnosing institutional power, innovation resistance, Virtù vs Fortuna, and organizational restructuring.","curator":"Public Domain Canon / Fodda Editorial","curator_url":"","domain":"Change Management & Institutional Inertia","version":"2026-Q1","graph_type":"expert","graph_sub_type":"Classic Digital Twin","verticals":[],"topics":["organizational realpolitik","change management","executive power","risk management","institutional governance","competitive defense"],"trend_count":7,"evidence_count":15,"last_synced":"2026-08-25T21:34:08.558Z","status":"live","deprecated":false,"last_updated":"2026-08-25","published_date":"2026-08-25","webpage_url":null,"is_playground":false,"headline":"Florentine diplomat and realpolitik political scientist diagnosing institutional power, innovation resistance, Virtù vs Fortuna, and organizational restructuring.","subhead":"","geography":"","company":"","available_as":"","icon_url":"","portrait_url":"","source_url":"","example_queries":["Why is there \"nothing more difficult to take in hand, more perilous to conduct, or more uncertain in its success, than to take the lead in the introduction of a new order of things\", and how does this explain resistance to modern tech migrations?","How does your counsel to be both \"a fox to recognize traps and a lion to terrify wolves\" guide executive leadership in highly competitive or hostile markets?","Why did you warn that building defenses and dykes (Virtù) during calm weather is the only way to survive the raging river of Fortune (Fortuna)?","How does your rule that \"injuries ought to be done all at one time, while benefits ought to be given little by little\" govern corporate restructuring and breaking API deprecations?"],"price_per_query":null,"what_it_does":"","key_features":"","by_the_numbers":"7 trends, 15 evidence cards","for_teams_like":"","how_to_access":"Available via MCP, API, and Chat. 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Use graph ID: pinterest-hobbies-trend-report-2026","what_contains":"Trend, Article connected by IN_INDUSTRY, IN_SECTOR, TARGETS_AUDIENCE, USES_TECHNOLOGY, EVIDENCE_FOR, FEATURES_BRAND, CONTAINS_TREND, CONTAINS_ARTICLE\n","agent_prompt":null,"skill_phase":null,"skill_tool_name":null,"report_analysis":{"thesis":"Consumers are increasingly engaging in personalized, hands-on, and often screen-free hobbies that blend digital inspiration with tactile creation to express identity, embrace sustainability, and seek personal well-being.","why_it_matters":"This shift represents significant opportunities for brands in craft supplies, DIY kits, sustainable goods, customized tech components, and experiential lifestyle services. 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Covers trends like Vertical Integration of Scarcity & Commerce, Live Commerce as Primary Discovery Layer, Marketplace-Embedded Trust & Authentication.","key_features":"10 trends across retail, culture, collectibles, gaming, backed by 31 real-world examples.","by_the_numbers":"10 trends, 31 evidence items","for_teams_like":"Retail strategy, merchandising, CX teams. Cultural strategy, brand purpose, and insights teams","how_to_access":"Available via MCP, API, and Chat. 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Early insight into future trends enables companies to identify competitive advantages and make informed decisions in a rapidly evolving market.","sharpest_signal":"The primary signal is the strategic foresight into the bicycle and cycling sector, specifically focusing on trends projected for 2025.","best_evidence":["The graph's title, 'The 2025 Bicycle Trend Report' from Peter Abraham, directly indicates its focus on future industry trends and strategic forecasting."],"discriminative_summary":"This graph is uniquely valuable for gaining a high-level, forward-looking perspective on the strategic trends expected to shape the bicycle and cycling industry by 2025, curated by Peter Abraham."},"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"ine_spain","name":"Spanish Economic Indicators","description":"Official economic indicators, monetary policy, and statistical releases from INE Spain.","curator":"Instituto Nacional de Estadística (INE)","curator_url":"https://www.ine.es/","domain":"","version":"2026-Q1","graph_type":"supplemental","graph_sub_type":"Economic Indicators","verticals":["All Verticals"],"topics":["economics","finance","macroeconomics","international","policy"],"trend_count":0,"evidence_count":0,"last_synced":null,"status":"live","deprecated":false,"last_updated":null,"published_date":null,"webpage_url":null,"is_playground":false,"headline":"Official economic indicators, monetary policy, and statistical releases from INE Spain.","subhead":"","geography":["Spain"],"company":"INE Spain","available_as":"","icon_url":"","portrait_url":"","source_url":"https://www.ine.es/","example_queries":[],"price_per_query":null,"what_it_does":"Provides key Spanish economic indicators from INE: CPI index, CPI annual rate, unemployment rate, and employment rate.","key_features":"CPI index, CPI annual rate, unemployment rate, and employment rate.","by_the_numbers":"Monthly Spanish macro indicators covering CPI index, CPI annual rate, unemployment rate, and employment rate.","for_teams_like":"Economic research, market analysis, and strategy teams.","how_to_access":"","what_contains":"","agent_prompt":null,"skill_phase":null,"skill_tool_name":null,"report_analysis":null,"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"psfk-pets","name":"PSFK Pets Graph","description":"Coming soon: PSFK's analysis of pet care, products, and ownership trends in the Pets sector","curator":"PSFK","curator_url":"https://www.psfk.com","domain":"Pets","version":"2026-Q3","graph_type":"domain","graph_sub_type":null,"verticals":[],"topics":["consumer","goods"],"trend_count":0,"evidence_count":0,"last_synced":null,"status":"coming_soon","deprecated":false,"last_updated":null,"published_date":null,"webpage_url":null,"is_playground":false,"headline":"Coming soon: PSFK's analysis of pet care, products, and ownership trends in the Pets sector","subhead":"","geography":["Global"],"company":"PSFK","available_as":"","icon_url":"","portrait_url":"https://api.fodda.ai/v1/images/proxy?url=https%3A%2F%2Fv5.airtableusercontent.com%2Fv3%2Fu%2F57%2F57%2F1789646400000%2FO16cefNK0J8Zz5hgP-dfHQ%2FSLuHslRh1QIY-J6l5QuF4H8VNdiotT848K3Ta5JkQPoUtNYiZQkt18Iv1pt_L6HmmJOZhew8gTXNjoZQlfjJhJHwYEX5uCGwqNsRIJO90M9ghZhaTF2MLsy_memQplqYGt9AO9vK3tUQaJVUtaOFwQ%2FT0h7s7vrhqfEubGciK7Wz7n-C9Qs2dWmnK0WsdPtrTU","source_url":"","example_queries":[],"price_per_query":null,"what_it_does":"","key_features":"","by_the_numbers":"","for_teams_like":"","how_to_access":"","what_contains":"","agent_prompt":null,"skill_phase":null,"skill_tool_name":null,"report_analysis":{"thesis":"The increasing humanization of pets is fundamentally reshaping consumer spending and emotional attachment, creating a specialized and growing pet economy.","why_it_matters":"Leaders in the consumer goods and pet care industries must recognize the profound cultural shift towards viewing pets as family members, which drives demand for premium, personalized, and wellness-focused products and services. Understanding this emotional bond and market evolution is crucial for developing innovative offerings and engaging effectively with a highly invested customer base.","sharpest_signal":"The Humanization of Pets as a Primary Economic Driver","best_evidence":["Their spending on pets reflects a cultural shift towards wellness and personalization.","Sit, stay, spend: How the humanization of pets created a new economy."],"discriminative_summary":"This graph, leveraging cross-network evidence, provides a foundational understanding of the cultural and economic impact of pet humanization on the consumer goods and pet care industries."},"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"reveleer-value-based-care-technology-trends-2026","name":"Reveleer Value-Based Care Technology Trends 2026","description":"Despite significant tech investment, value-based care organizations lack the readiness and robust operating models needed to effectively leverage AI, data, and new contracts.","curator":"Reveleer","curator_url":"https://www.reveleer.com/","domain":"Value-Based Care, Healthcare Technology, AI in Healthcare","version":"2026-Q2","graph_type":"industry report","graph_sub_type":null,"verticals":[],"topics":["health","finance","financial","services","government","legal","technology"],"trend_count":5,"evidence_count":23,"last_synced":"2026-08-07T16:39:25.75Z","status":"live","deprecated":false,"last_updated":"2026-08-07","published_date":"2026-01-01","webpage_url":"https://www.fodda.ai/graphs/reveleer-value-based-care-technology-trends-2026","is_playground":false,"headline":"Despite significant tech investment, value-based care organizations lack the readiness and robust operating models needed to effectively leverage AI, data, and new contracts.","subhead":"","geography":"","company":"Reveleer","available_as":"","icon_url":"","portrait_url":"","source_url":"","example_queries":["What is AI Governance & Trust Deficit?","How is AI Governance & Trust Deficit evolving?","What is The Infrastructure Paradox?","How is The Infrastructure Paradox evolving?","What is Data Confidence Challenge?","How is Data Confidence Challenge evolving?"],"price_per_query":null,"what_it_does":"A structured way to understand Value-Based Care, Healthcare Technology, AI in Healthcare, curated by an expert. 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Use graph ID: the-trade-desk-women-s-sports-marketing-trends","what_contains":"Trend, Article connected by USES_TECHNOLOGY, TARGETS_AUDIENCE, IN_INDUSTRY, IN_SECTOR, EVIDENCE_FOR, FEATURES_BRAND, CONTAINS_TREND, CONTAINS_ARTICLE\n","agent_prompt":null,"skill_phase":null,"skill_tool_name":null,"report_analysis":{"thesis":"Women's sports represent a burgeoning, highly engaged market where authentic brand partnerships are paramount for advertisers seeking meaningful audience connection and significant commercial returns.","why_it_matters":"Leaders should recognize this domain as a high-growth advertising frontier, offering distinct, purpose-driven fan bases receptive to relevant brand messaging. 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It provides analysis on how digitalization, sustainability requirements, and evolving workforce skills are collectively reshaping the local retail landscape across EU towns and cities.","skill_phase":null,"skill_tool_name":null,"report_analysis":{"thesis":"EU retail SMEs face a critical imperative to navigate the twin digital and green transitions, yet their progress is uneven, severely hampered by pervasive skills shortages and regulatory complexities, threatening their essential role in urban economies.","why_it_matters":"Retail SMEs are crucial for urban vitality and represent a significant portion (50% of turnover, 60% of employment) of the EU retail sector, making their successful adaptation central to economic stability and achieving broader EU 2030 digital and climate neutrality goals. Leaders must address systemic challenges like uneven technology adoption, skill gaps, and regulatory burdens to ensure these businesses remain competitive, productive, and sustainable contributors to their communities.","sharpest_signal":"The critical and uneven challenge of the 'twin transition' (digitalization and greening) for EU retail SMEs, exacerbated by persistent skills shortages.","best_evidence":["Digitalisation has accelerated within the retail SME sector, particularly in e-commerce (adoption nearly doubled from 23% to 43% between 2013 and 2023), yet adoption of more advanced tools like cloud computing and AI remains uneven.","Retail lags behind other sectors in online recruitment tools, and over half (53%) of organizations surveyed lack the talent needed to bring their digital transformation plans to life, indicating severe skill gaps."],"discriminative_summary":"This graph uniquely details the multifaceted challenges and strategic policy needs for EU retail SMEs navigating the digital and green 'twin transition' within an urban development context, offering insights into regulatory, skills, and technology adoption hurdles."},"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"bluestripe-group-future-of-pr-outlook","name":"Bluestripe Group Future of PR Outlook","description":"This report explores how public relations is evolving into a strategic, multichannel discipline, driven by technology and changing audience behaviors.","curator":"Andy Oakes","curator_url":"https://www.bluestripegroup.co.uk","domain":"Advertising & Marketing","version":"2026-Q2","graph_type":"industry report","graph_sub_type":null,"verticals":[],"topics":["media","technology","advertising"],"trend_count":5,"evidence_count":9,"last_synced":"2026-07-23T18:06:09.216Z","status":"live","deprecated":false,"last_updated":"2026-07-23","published_date":"2024-01-01","webpage_url":"https://www.fodda.ai/graphs/bluestripe-group-future-of-pr-outlook","is_playground":false,"headline":"This report explores how public relations is evolving into a strategic, multichannel discipline, driven by technology and changing audience behaviors.","subhead":"","geography":"","company":"Bluestripe Group","available_as":"","icon_url":"","portrait_url":"","source_url":"","example_queries":["What is Defining Pr in 2026?","How is Defining Pr in 2026 evolving?","What is The AI Question?","How is The AI Question evolving?","What is The Enduring Value of Events?","How is The Enduring Value of Events evolving?"],"price_per_query":null,"what_it_does":"A structured way to understand Advertising & Marketing, curated by Andy Oakes. 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Use graph ID: bluestripe-group-future-of-pr-outlook","what_contains":"Trend, Article connected by USES_TECHNOLOGY, IN_INDUSTRY, IN_SECTOR, EVIDENCE_FOR, FEATURES_BRAND, CONTAINS_TREND, CONTAINS\\_ARTICLE\n","agent_prompt":null,"skill_phase":null,"skill_tool_name":null,"report_analysis":{"thesis":"Public relations is rapidly transforming into a strategic, multichannel discipline that leverages technology, particularly AI, to drive measurable business outcomes and executive visibility.","why_it_matters":"Leaders must recognize PR's evolution beyond traditional media relations to effectively manage brand reputation, engage diverse audiences across platforms, and demonstrate direct commercial impact. 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Covers trends like Alone, Hurting, Yearning.","key_features":"6 trends across male loneliness, friendship, community, purpose, men without college degrees, social disconnection, caregiving, mental health, societal support, qualitative research, backed by 15 real-world examples.","by_the_numbers":"6 trends, 15 evidence items","for_teams_like":"Cultural strategy, brand purpose, and insights teams. Health innovation, pharma marketing, and wellness teams","how_to_access":"Available via MCP, API, and Chat. Use graph ID: pressler-duggan-men-s-disconnection-trends","what_contains":"Trend, Article connected by EVIDENCE_FOR, IN_INDUSTRY, IN_SECTOR, USES_TECHNOLOGY, TARGETS_AUDIENCE, FEATURES_BRAND\n","agent_prompt":null,"skill_phase":null,"skill_tool_name":null,"report_analysis":{"thesis":"Men without college degrees are profoundly disconnected not just by emotional and material barriers, but crucially by a lack of actionable knowledge and pathways to build the deep social connections they yearn for.","why_it_matters":"This segment of the male population represents a significant and underserved market segment with unmet needs for community, purpose, and social infrastructure. Businesses, policymakers, and community leaders can address this gap by developing accessible, low-barrier initiatives that overcome practical obstacles and provide clear guidance for connection, potentially unlocking new engagement models and fostering societal well-being.","sharpest_signal":"The profound gap between men's deep yearning for connection and their critical lack of knowledge or practical means to achieve it.","best_evidence":["Most disconnected men expressed uncertainty about how to begin building community or making new friends, frequently responding with 'I don't know.'","Material issues, particularly a lack of money, time, and consistent transportation, significantly impede community participation and relationship formation, often forcing men to work six or seven days a week just to make ends meet."],"discriminative_summary":"This graph is uniquely valuable for understanding the multi-faceted, practical, and emotional barriers to social connection specifically among men without college degrees, challenging broader 'male loneliness' narratives by pinpointing education level and material circumstances as key differentiators."},"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"ecb_euro_area","name":"Euro Area Monetary Indicators","description":"Official economic indicators, monetary policy, and statistical releases from European Central Bank (ECB).","curator":"European Central Bank (ECB)","curator_url":"https://www.ecb.europa.eu/","domain":"","version":"2026-Q1","graph_type":"supplemental","graph_sub_type":"Economic Indicators","verticals":["All Verticals"],"topics":["economics","finance","macroeconomics","international","policy"],"trend_count":0,"evidence_count":0,"last_synced":null,"status":"live","deprecated":false,"last_updated":null,"published_date":null,"webpage_url":null,"is_playground":false,"headline":"Official economic indicators, monetary policy, and statistical releases from European Central Bank (ECB).","subhead":"","geography":["European Union (EU)"],"company":"European Central Bank (ECB)","available_as":"","icon_url":"","portrait_url":"","source_url":"https://www.ecb.europa.eu/","example_queries":[],"price_per_query":null,"what_it_does":"Provides Euro Area monetary and FX indicators from the ECB Data Portal: HICP inflation, EUR/USD and EUR/GBP rates, main refinancing rate, and deposit facility rate.","key_features":"HICP inflation, EUR/USD and EUR/GBP rates, main refinancing rate, and deposit facility rate.","by_the_numbers":"Daily Euro Area rates and FX covering HICP inflation, EUR/USD and EUR/GBP rates, main refinancing rate, and deposit facility rate.","for_teams_like":"Finance, economic research, and risk teams.","how_to_access":"","what_contains":"","agent_prompt":null,"skill_phase":null,"skill_tool_name":null,"report_analysis":null,"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"jeff-longevity","name":"Jeff - Longevity","description":"","curator":"Jeff (Longevity Expert)","curator_url":"","domain":"","version":"2026-Q2","graph_type":"analyst","graph_sub_type":"Digital Twin","verticals":[],"topics":["longevity"],"trend_count":6,"evidence_count":12,"last_synced":null,"status":"live","deprecated":false,"last_updated":"2026-07-20","published_date":null,"webpage_url":"https://www.fodda.ai/experts/jeff","is_playground":false,"headline":"","subhead":"","geography":"","company":"Expert — Longevity — Longevity — Longevity","available_as":"","icon_url":"","portrait_url":"","source_url":"","example_queries":[],"price_per_query":null,"what_it_does":"","key_features":"","by_the_numbers":"","for_teams_like":"","how_to_access":"","what_contains":"","agent_prompt":"CRITICAL: Use this graph for longevity and 100-year-life strategy — redesigning life stages, midlife (middlescence) transitions, lifelong learning, and financial products that fund reinvention rather than a single retirement, from expert Jeff Squires.","skill_phase":null,"skill_tool_name":null,"report_analysis":{"thesis":"Consumer demand for 'longevity' is rapidly expanding beyond traditional healthcare into diverse commercial sectors, including apparel, skincare, and athletic recovery, creating significant new market opportunities.","why_it_matters":"This pervasive trend signifies a fundamental shift in consumer values towards health, sustainability, and extended product/personal vitality, urging businesses to integrate longevity principles across their value chains. Companies ignoring this comprehensive consumer focus risk missing out on substantial market growth and failing to resonate with an increasingly health-conscious and long-term oriented customer base.","sharpest_signal":"The broad commercialization of longevity across disparate consumer industries, from luxury apparel to high-tech skincare and athletic recovery.","best_evidence":["Women-first longevity services are poised for a global addressable market of approximately $4.3 billion in 2025, offering integrated clinical, hormonal, and wellness management.","Major brands like Nike, Adidas, Therabody, and Hyperice are developing recovery technology products, treating recovery as a new commercial frontier driven by a consumer focus on longevity."],"discriminative_summary":"This graph uniquely highlights the extensive commercial diversification of 'longevity' as a consumer driver across multiple, seemingly unrelated, product and service sectors."},"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"octavia-hill","name":"Octavia Hill","description":"Pioneer of social housing reform and co-founder of the National Trust diagnosing tenant co-stewardship, sustainable impact investing, urban open space, and high-touch governance.","curator":"Public Domain Canon / Fodda Editorial","curator_url":"","domain":"Property Management & Behavioral Economics","version":"2026-Q1","graph_type":"expert","graph_sub_type":"Classic Digital Twin","verticals":[],"topics":["social housing","property management","impact investing","urban planning","environmental conservation","civic governance"],"trend_count":5,"evidence_count":15,"last_synced":"2026-08-25T21:31:23.437Z","status":"live","deprecated":false,"last_updated":"2026-08-25","published_date":"2026-08-25","webpage_url":null,"is_playground":false,"headline":"Pioneer of social housing reform and co-founder of the National Trust diagnosing tenant co-stewardship, sustainable impact investing, urban open space, and high-touch governance.","subhead":"","geography":"","company":"","available_as":"","icon_url":"","portrait_url":"","source_url":"","example_queries":["How does your model of \"just governing more than helping\" (enforcing strict, predictable rules rather than giving demoralizing alms) apply to digital platform governance?","Why did you insist that social housing must yield a commercial 5% return on capital, and how does this define modern impact investing?","How does conditional incremental improvement (linking new building amenities to demonstrated tenant care) guide modern software feature rollouts?","What was your philosophy in co-founding the National Trust regarding the absolute necessity of open spaces and pure air for urban human sanity?"],"price_per_query":null,"what_it_does":"","key_features":"","by_the_numbers":"5 trends, 15 evidence cards","for_teams_like":"","how_to_access":"Available via MCP, API, and Chat. Use graph ID: octavia-hill","what_contains":"","agent_prompt":"CRITICAL: Use this graph when the user is analyzing social housing models, tenant co-stewardship, double-bottom-line impact investing (5% commercial returns on social reform), the necessity of open green spaces and urban air, habit formation over passive handouts, or community property management. This graph provides Octavia Hill's foundational Victorian housing reform frameworks from Homes of the London Poor (1875) to diagnose personal accountability, sustainable property management, and civic preservation.","skill_phase":null,"skill_tool_name":null,"report_analysis":null,"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"sg_data","name":"Singapore Economic Data","description":"Official economic indicators, monetary policy, and statistical releases from data.gov.sg (Singapore).","curator":"data.gov.sg","curator_url":"https://data.gov.sg/","domain":"","version":"2026-Q1","graph_type":"supplemental","graph_sub_type":"Economic Indicators","verticals":["All Verticals"],"topics":["economics","finance","macroeconomics","international","policy"],"trend_count":0,"evidence_count":0,"last_synced":null,"status":"live","deprecated":false,"last_updated":null,"published_date":null,"webpage_url":null,"is_playground":false,"headline":"Official economic indicators, monetary policy, and statistical releases from data.gov.sg (Singapore).","subhead":"","geography":["Singapore"],"company":"data.gov.sg (Singapore)","available_as":"","icon_url":"","portrait_url":"","source_url":"https://data.gov.sg/","example_queries":[],"price_per_query":null,"what_it_does":"Provides key Singapore economic data from data.gov.sg: unemployment rate and HDB resale flat prices.","key_features":"Unemployment rate and HDB housing resale prices.","by_the_numbers":"Quarterly Singapore indicators covering unemployment and HDB resale housing prices.","for_teams_like":"Economic research, market analysis, and strategy teams.","how_to_access":"","what_contains":"","agent_prompt":null,"skill_phase":null,"skill_tool_name":null,"report_analysis":null,"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"jane-austen","name":"Jane Austen","description":"Master novelist and moral satirist diagnosing social psychology, conversational subtext, relationship dynamics, status negotiation, and narrative craft.","curator":"Public Domain Canon / Fodda Editorial","curator_url":"","domain":"Social Dynamics & Organizational Behavior","version":"2026-Q1","graph_type":"expert","graph_sub_type":"Classic Digital Twin","verticals":[],"topics":["social dynamics","conversational subtext","negotiation strategy","organizational culture","narrative architecture","behavioral psychology"],"trend_count":5,"evidence_count":15,"last_synced":"2026-08-28T19:03:56.557Z","status":"live","deprecated":false,"last_updated":"2026-08-28","published_date":"2026-08-28","webpage_url":null,"is_playground":false,"headline":"Master novelist and moral satirist diagnosing social psychology, conversational subtext, relationship dynamics, status negotiation, and narrative craft.","subhead":"","geography":"","company":"","available_as":"","icon_url":"","portrait_url":"","source_url":"","example_queries":["How do you decode subtle social hierarchy and unspoken power dynamics in executive teams?","What can modern conversational AI and copywriters learn from your use of subtext and free indirect discourse?","How do you balance economic necessity with personal integrity in high-stakes negotiations?","Why is sharp, ironic wit more effective at disarming opposition than direct confrontation?"],"price_per_query":null,"what_it_does":"","key_features":"","by_the_numbers":"5 trends, 15 evidence cards","for_teams_like":"","how_to_access":"Available via MCP, API, and Chat. Use graph ID: jane-austen","what_contains":"","agent_prompt":"CRITICAL: Use this graph when the user is analyzing interpersonal subtext and unspoken power dynamics in executive teams, conversational AI tone and persuasion architecture, moral realism vs mercenary institutional hypocrisy, narrative character economy, or balancing economic necessity with personal integrity. This graph provides Jane Austen's seminal 1775–1817 psychological and social frameworks from Pride and Prejudice, Emma, and Persuasion.","skill_phase":null,"skill_tool_name":null,"report_analysis":null,"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"jp-morgan-year-ahead-investment-outlook-2026","name":"J.P. Morgan Investment Outlook","description":"Fodda's interpretation of J.P. Morgan's analysis economic conditions and AI influence on investment decision-making.","curator":"Dr. David Kelly, CFA","curator_url":"","domain":"","version":"2026-Q1","graph_type":"industry report","graph_sub_type":"Industry Report","verticals":["Artificial Intelligence","Tech","Financial Services"],"topics":["investment strategy","economic outlook","artificial intelligence","portfolio management","financial markets"],"trend_count":3,"evidence_count":12,"last_synced":"2026-06-27T17:53:07.934Z","status":"live","deprecated":false,"last_updated":"2026-06-27","published_date":"2026-04-13","webpage_url":"https://www.fodda.ai/graphs/j-p-morgan-investment-outlook","is_playground":false,"headline":"Fodda's interpretation of J.P. Morgan's analysis economic conditions and AI influence on investment decision-making.","subhead":"","geography":["Global"],"company":"J.P. Morgan Asset Management","available_as":"","icon_url":"","portrait_url":"https://api.fodda.ai/v1/images/proxy?url=https%3A%2F%2Fv5.airtableusercontent.com%2Fv3%2Fu%2F57%2F57%2F1789646400000%2F1B3xWdz58Exinu2407yimg%2Fo-zp4Ab0cZ6f80HHYPHinIuZslSQB5ym5u35yeZabKDnR3xVdnOp7McwvtYNEU5wtIrSx5MZNsOtizN8WsZVJmzmF4OlqlIGVC_kPrGuBeXBfW030AkRInLL8-hHYklKsA6lpH2-xpbQ5biUe-BmDg%2Fo9Wz_V-EA8P04o1ubpOEYqGlJ9xufwlaonzyGz30_G8","source_url":"","example_queries":["What is Diversification Isn't Dead, Just Different?","How is Diversification Isn't Dead, Just Different evolving?","What is Alternatives Can Allow Investors to Lean Into Thematic Exposures That Will Continue to Be Relevant in 2026?","How is Alternatives Can Allow Investors to Lean Into Thematic Exposures That Will Continue to Be Relevant in 2026 evolving?","What is Valuations, Earnings and Al Look Bubbly but Are Underpinned by Solid Fundamentals?","How is Valuations, Earnings and Al Look Bubbly but Are Underpinned by Solid Fundamentals evolving?"],"price_per_query":null,"what_it_does":"Provides a strategic analysis of the 2026 investment landscape, arguing that while markets may appear 'bubbly,' they are supported by solid fundamentals. The graph advises investors on how to navigate these conditions by focusing on long-term secular trends, particularly the expanding AI ecosystem and financial deregulation, and using alternative investments for diversification and thematic exposure.","key_features":"- Market Resilience Analysis\n- Secular trend Identification\n- Alternative Investment Strategy","by_the_numbers":"3 trends, 12 evidence items","for_teams_like":"- Investment Strategy\n- wealth management\n- economic Research","how_to_access":"Available via MCP, API, and Chat. Use graph ID: jp-morgan-year-ahead-investment-outlook-2026","what_contains":"Trend, Article connected by USES_TECHNOLOGY, IN_INDUSTRY, IN_SECTOR, CONTAINS_TREND, CONTAINS\\_ARTICLE\n","agent_prompt":"CRITICAL: Use this graph for strategic investment planning for 2026, focusing on the interplay between AI, market valuations, and underlying economic fundamentals. Prioritize long-term secular themes in your analysis.","skill_phase":null,"skill_tool_name":null,"report_analysis":{"thesis":"Amidst shifting market dynamics and 'bubbly' valuations, investors must strategically diversify, utilize alternatives for thematic exposure, and prioritize quality to capitalize on persistent AI-driven growth and broadening market opportunities.","why_it_matters":"It is crucial for leaders to understand that market performance is broadening beyond a few concentrated mega-caps, necessitating a more nuanced approach to portfolio construction and risk management. Proactive adoption of diversified and alternative strategies, coupled with a focus on quality, can enhance resilience and capture alpha in an evolving economic landscape driven by AI.","sharpest_signal":"The foundational AI investment boom is driving market expansion and underpinning 'bubbly' valuations with solid demand, while market performance is simultaneously broadening beyond mega-cap concentration.","best_evidence":["AI investment is booming as tech giants race to acquire the chips, data centers and electrical supplies necessary to feed their voracious training projects and accelerating inference demand.","Magnificent Seven have accounted for less of 2025's S&P 500 performance than in previous years and earnings growth continues to broaden out, with analysts predicting near-parity."],"discriminative_summary":"This graph provides a forward-looking investment framework from J.P. Morgan, uniquely balancing concerns over 'bubbly' valuations with strategic advice on leveraging AI-driven growth and diversified, quality-focused portfolios for 2026."},"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"mckinsey-innovation-advantage-repeat-innovators-win","name":"McKinsey Innovation Advantage: Repeat Innovators Win","description":"Organizations that repeatedly build new ventures outperform, leveraging AI and a culture of experimentation to achieve sustained success.","curator":"Jason Bello","curator_url":"https://www.mckinsey.com/capabilities/business-building/our-insights/the-serial-builder-advantage-why-repeat-innovators-win#/","domain":"Business Innovation, Corporate Venturing, AI Strategy","version":"2026-Q2","graph_type":"industry report","graph_sub_type":null,"verticals":[],"topics":["technology","culture"],"trend_count":4,"evidence_count":6,"last_synced":"2026-07-07T13:31:15.691Z","status":"live","deprecated":false,"last_updated":"2026-07-07","published_date":"2026-07-01","webpage_url":"https://www.fodda.ai/graphs/mckinsey-innovation-advantage-repeat-innovators-win","is_playground":false,"headline":"Organizations that repeatedly build new ventures outperform, leveraging AI and a culture of experimentation to achieve sustained success.","subhead":"","geography":"","company":"McKinsey & Company","available_as":"","icon_url":"","portrait_url":"","source_url":"","example_queries":["What is AI-Native Business Building?","How is AI-Native Business Building evolving?","What is The Serial Builder Advantage?","How is The Serial Builder Advantage evolving?","What is Portfolio Mindset for Innovation?","How is Portfolio Mindset for Innovation evolving?"],"price_per_query":null,"what_it_does":"A structured way to understand Business Innovation, Corporate Venturing, AI Strategy, curated by Jason Bello. Covers trends like AI-Native Business Building, The Serial Builder Advantage, Portfolio Mindset for Innovation.","key_features":"4 trends across technology, backed by 6 real-world examples.","by_the_numbers":"4 trends, 6 evidence items","for_teams_like":"Technology strategy, R&D, and innovation teams","how_to_access":"Available via MCP, API, and Chat. Use graph ID: mckinsey-innovation-advantage-repeat-innovators-win","what_contains":"Trend, Article connected by SEMANTICALLY_SIMILAR, USES_TECHNOLOGY, IN_INDUSTRY, IN_SECTOR, EVIDENCE_FOR, FEATURES_BRAND, CONTAINS_TREND, CONTAINS_ARTICLE\n","agent_prompt":null,"skill_phase":null,"skill_tool_name":null,"report_analysis":{"thesis":"Organizations that continuously build AI-native ventures with a portfolio and experimentation mindset achieve sustained competitive advantage and significantly reduced breakeven costs.","why_it_matters":"Leaders must shift from sporadic innovation to a systemic, AI-driven venture building approach to secure future growth and enhance capital efficiency. 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The processing of over $3.7 billion worth of products by Entrupy in 2025 underscores the growing scale and strategic importance of combating these sophisticated counterfeit networks.","sharpest_signal":"The significant expansion of high-volume counterfeiting into apparel and footwear, particularly evident in brands like Fear of God Essentials and Nike, marks a critical shift beyond traditional luxury targets.","best_evidence":["Entrupy's authentication service now includes apparel and accessories, quickly becoming the most counterfeited products, with Fear of God Essentials leading apparel fakes at 95.75%.","Footwear is more likely to be fake than luxury goods, and Nike accounts for 80.5% of the sneaker market, encompassing a significant amount of fake production."],"discriminative_summary":"This graph offers a uniquely data-driven perspective from an authentication service provider, detailing specific high-risk brands, materials, and product categories most affected by counterfeiting in luxury, apparel, and footwear, including the launch of new product identification solutions like MarketEdge."},"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"kalshi_predictions","name":"Prediction Market Sentiment","description":"Crowd-sourced implied probabilities across sports, economics, politics, and culture from Kalshi event markets.","curator":"Kalshi Prediction Markets","curator_url":"https://kalshi.com/","domain":"","version":"2026-Q1","graph_type":"supplemental","graph_sub_type":null,"verticals":[],"topics":["economics","finance","culture","sports","technology","trends"],"trend_count":0,"evidence_count":0,"last_synced":null,"status":"live","deprecated":false,"last_updated":null,"published_date":null,"webpage_url":null,"is_playground":false,"headline":"Crowd-sourced implied probabilities across sports, economics, politics, and culture from Kalshi event markets.","subhead":"","geography":"","company":"Kalshi Prediction Markets","available_as":"","icon_url":"","portrait_url":"","source_url":"https://kalshi.com/","example_queries":[],"price_per_query":null,"what_it_does":"","key_features":"","by_the_numbers":"","for_teams_like":"","how_to_access":"","what_contains":"","agent_prompt":null,"skill_phase":null,"skill_tool_name":null,"report_analysis":null,"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"steve-delightful-games","name":"Steve - 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This graph provides George Perkins Marsh's foundational 1864 physical geography and ecological frameworks from Man and Nature to diagnose planetary boundaries and restorative engineering.","skill_phase":null,"skill_tool_name":null,"report_analysis":null,"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"nasa_eonet","name":"NASA Earth Observatory Natural Event Tracker","description":"Active global natural events, coordinates, categories (wildfires, severe storms, volcanoes), and event metadata from NASA EONET.","curator":"NASA Earth Observatory (EONET)","curator_url":"https://eonet.gsfc.nasa.gov/","domain":"","version":"2026-Q1","graph_type":"supplemental","graph_sub_type":null,"verticals":[],"topics":["sustainability","environment","climate","science","travel"],"trend_count":0,"evidence_count":0,"last_synced":null,"status":"live","deprecated":false,"last_updated":null,"published_date":null,"webpage_url":null,"is_playground":false,"headline":"Active global natural events, coordinates, categories (wildfires, severe storms, volcanoes), and event metadata from NASA EONET.","subhead":"","geography":"","company":"NASA Earth Observatory (EONET)","available_as":"","icon_url":"","portrait_url":"","source_url":"https://eonet.gsfc.nasa.gov/","example_queries":[],"price_per_query":null,"what_it_does":"","key_features":"","by_the_numbers":"","for_teams_like":"","how_to_access":"","what_contains":"","agent_prompt":null,"skill_phase":null,"skill_tool_name":null,"report_analysis":null,"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"deloitte-retail-and-consumer-trends-outlook","name":"Deloitte Retail and Consumer Trends Outlook","description":"The retail landscape is rapidly transforming with malls as community hubs, agile disrupter brands, and expanding retail media reshaping consumer engagement.","curator":"Bobby Stephens","curator_url":"https://www.deloitte.com/us/en/industries/consumer/articles/retail-consumer-trends.html","domain":"Retail & E-Commerce","version":"2026-Q2","graph_type":"industry report","graph_sub_type":null,"verticals":[],"topics":["retail","consumer","goods","media","technology","advertising","culture"],"trend_count":3,"evidence_count":33,"last_synced":"2026-08-31T03:00:33.986Z","status":"live","deprecated":false,"last_updated":"2026-08-31","published_date":"2026-04-01","webpage_url":"https://www.fodda.ai/graphs/deloitte-retail-and-consumer-trends-outlook","is_playground":false,"headline":"The retail landscape is rapidly transforming with malls as community hubs, agile disrupter brands, and expanding retail media reshaping consumer engagement.","subhead":"","geography":"","company":"Deloitte Consulting LLP","available_as":"","icon_url":"","portrait_url":"","source_url":"","example_queries":["What is Meteoric Rise of Retail Media?","How is Meteoric Rise of Retail Media evolving?","What is Disrupter Brands' Rise?","How is Disrupter Brands' Rise evolving?","What is Resurgence of Shopping Malls?","How is Resurgence of Shopping Malls evolving?"],"price_per_query":null,"what_it_does":"A structured way to understand Retail & E-Commerce, curated by Bobby Stephens. Covers trends like Meteoric Rise of Retail Media, Disrupter Brands' Rise, Resurgence of Shopping Malls.","key_features":"3 trends across advertising, consumer-goods, media, retail, technology, backed by 33 real-world examples.","by_the_numbers":"3 trends, 33 evidence items","for_teams_like":"Advertising strategy, creative, and media teams. CPG strategy, household brands, and product innovation teams. Media strategy, content, and distribution teams","how_to_access":"Available via MCP, API, and Chat. Use graph ID: deloitte-retail-and-consumer-trends-outlook","what_contains":"Trend, Article connected by USES_TECHNOLOGY, IN_INDUSTRY, IN_SECTOR, EVIDENCE_FOR, FEATURES_BRAND, TARGETS_AUDIENCE, CONTAINS_TREND, CONTAINS_ARTICLE\n","agent_prompt":null,"skill_phase":null,"skill_tool_name":null,"report_analysis":{"thesis":"Physical retail is undergoing a significant transformation, evolving into experiential hubs where innovative disrupter brands gain traction through targeted retail media strategies, redefining consumer engagement and purchase drivers beyond traditional brand loyalty.","why_it_matters":"This landscape demands that retailers and brands strategically invest in creating compelling physical experiences and develop sophisticated retail media capabilities to capture evolving consumer attention. Companies failing to adapt to the resurgence of experiential physical retail and the shift towards agile, values-driven brands, amplified by data-rich in-store media, risk losing significant market share to competitors better aligned with new consumer purchasing behaviors.","sharpest_signal":"The strategic convergence of revitalized experiential physical retail and the explosion of retail media, which empowers agile disrupter brands to bypass traditional advertising channels and directly engage consumers at the point of purchase.","best_evidence":["Over 80% of 2025 retail sales involved in-store or omnichannel shopping, emphasizing the continued importance of physical presence in the customer journey, while mall foot traffic and visit duration also increased in early 2026.","More than 200 retail media networks are currently operating in the market, with examples like CVS reporting 70% customer utility from over 600 in-store digital end caps, demonstrating the effectiveness of integrating media into the physical shopping experience."],"discriminative_summary":"This graph offers a unique perspective on the synergistic transformation of physical retail spaces into experiential media platforms, highlighting how disrupter brands leverage this evolution to reshape consumer purchasing decisions and challenge established incumbents."},"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"kpmg-retail","name":"KPMG Retail & Grocery Graph","description":"Fodda's interpretation of KPMG's public research into trends shaping the retail sector.","curator":"KPMG","curator_url":"","domain":"Retail & Grocery","version":"2026-Q1","graph_type":"industry report","graph_sub_type":"Living Graph","verticals":["Retail","Food & Beverage"],"topics":["consumer","goods","food","health","retail","sustainability","technology"],"trend_count":8,"evidence_count":22,"last_synced":"2026-06-27T15:09:16.111Z","status":"live","deprecated":false,"last_updated":"2026-06-27","published_date":"2025-09-01","webpage_url":"https://www.fodda.ai/graphs/kpmg-grocery-2035","is_playground":false,"headline":"Fodda's interpretation of KPMG's public research into trends shaping the retail sector.","subhead":"","geography":["Ireland"],"company":"KPMG","available_as":"","icon_url":"","portrait_url":"https://api.fodda.ai/v1/images/proxy?url=https%3A%2F%2Fv5.airtableusercontent.com%2Fv3%2Fu%2F57%2F57%2F1789646400000%2FPYWo7TjMSjdHGMk_i1BjTg%2FwRS6ZfRyi91oJnOwIpKU7A1An6_l84U7nABC1lfEWunRESBLjDnWsxqPXoTApHmP4OAKSwQQh-bow0wipDPt7XURQMSWwnVuBlRBZI69oW6lVq571mLF7d_eW_YkSrFLEjWbdDPt78u3S3uMYLbZ_A%2F6ZECAzziJyMTQSnoFi5Vut13Lb_LjOs5ZZvJnkjtmR8","source_url":"","example_queries":["What is Grocery Reimagined: Stores of 2035?","How is Grocery Reimagined: Stores of 2035 evolving?","What is Technology As a Catalyst: Driving Innovation and Testing Consumer Trust?","How is Technology As a Catalyst: Driving Innovation and Testing Consumer Trust evolving?","What is Health and Environmental Regulations to Reshape the Sector?","How is Health and Environmental Regulations to Reshape the Sector evolving?"],"price_per_query":null,"what_it_does":"A living knowledge graph of KPMG's retail and grocery research.\n\nSources analyzed: Grocery Trends 2035.","key_features":"Grocery trends, food retail innovation, supply chain.","by_the_numbers":"8 trends, 22 evidence items","for_teams_like":"Retail strategy, merchandising, CX teams.","how_to_access":"Available via MCP, API, and Chat. Use graph ID: kpmg-retail","what_contains":"Article, Trend connected by USES_TECHNOLOGY, IN_INDUSTRY, IN_SECTOR, TARGETS_AUDIENCE, EVIDENCE_FOR, CONTAINS_TREND, CONTAINS_ARTICLE, SEMANTICALLY_SIMILAR\n","agent_prompt":"CRITICAL: Use this graph for strategic planning and innovation in the Irish retail and grocery sectors. It provides a 10-year forecast on consumer behavior, regulatory changes, and technological adoption, essential for future-proofing business models.","skill_phase":null,"skill_tool_name":null,"report_analysis":{"thesis":"The Irish grocery sector is poised for significant growth and transformation by 2035, driven by evolving consumer demands for personalized, convenient, and healthier options, necessitating deep technological integration and strategic shifts in store formats and retail media.","why_it_matters":"Leaders must strategically invest in data-driven personalization, adapt store formats, and leverage evolving retail media capabilities to capture the projected €32 billion market. Navigating demographic shifts, stringent health and environmental regulations, and the rise of discounters will be crucial to maintaining competitiveness and achieving growth in this rapidly evolving landscape.","sharpest_signal":"Retail Media Revolution: Growing Digital Influence","best_evidence":["Grocery retail market projected to grow to ~€32 billion by 2035: The total market is projected to grow from ~€16 billion in 2022 to nearly ~€32 billion.","Retail media increases likelihood to purchase products for over 50% of consumers; ~50% of consumers feel comfortable sharing personal data for personalised offers; 45% of consumers want more targeted discounts and customisable rewards."],"discriminative_summary":"This graph offers a forward-looking strategic analysis specifically tailored to the Irish grocery market, detailing consumer shifts, technological catalysts, and market growth projections through 2035."},"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"food","name":"PSFK Food & Beverage Trends","description":"Innovation in food systems, functional ingredients, alternative proteins, and beverage culture. 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From farm-to-fork tech to new dining formats.","subhead":"","geography":["Global"],"company":"PSFK","available_as":"","icon_url":"","portrait_url":"https://api.fodda.ai/v1/images/proxy?url=https%3A%2F%2Fv5.airtableusercontent.com%2Fv3%2Fu%2F57%2F57%2F1789646400000%2FO16cefNK0J8Zz5hgP-dfHQ%2FSLuHslRh1QIY-J6l5QuF4H8VNdiotT848K3Ta5JkQPoUtNYiZQkt18Iv1pt_L6HmmJOZhew8gTXNjoZQlfjJhJHwYEX5uCGwqNsRIJO90M9ghZhaTF2MLsy_memQplqYGt9AO9vK3tUQaJVUtaOFwQ%2FT0h7s7vrhqfEubGciK7Wz7n-C9Qs2dWmnK0WsdPtrTU","source_url":"","example_queries":[],"price_per_query":null,"what_it_does":"","key_features":"","by_the_numbers":"","for_teams_like":"","how_to_access":"","what_contains":"","agent_prompt":null,"skill_phase":null,"skill_tool_name":null,"report_analysis":{"thesis":"F&B brands must adopt transparent, multi-channel communication strategies, particularly regarding sustainability, to meet evolving consumer expectations and establish clear brand value.","why_it_matters":"In a competitive landscape, differentiating through clear value propositions and authentic engagement is crucial for capturing consumer loyalty. Strategic communication, especially around sustainability, directly impacts brand perception and purchasing decisions, demanding agile marketing and brand architecture for market relevance.","sharpest_signal":"The increasing consumer demand for sustainability information to be readily accessible on menus and digital platforms.","best_evidence":["Consumers would prefer to be informed about food or drink brands' sustainability credentials on the menu (36%), on social media (31%), or in TV advertisements (28%).","Daily Harvest launches 'The Oasis' pop-up, its first, demonstrating a direct-to-consumer and experiential marketing approach in F&B."],"discriminative_summary":"This graph will be uniquely valuable for tracking emerging trends in F&B innovation, consumer preferences, and strategic brand positioning within the food and hospitality technology sector."},"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"mckinsey-ai-insurance-economics-strategy","name":"McKinsey AI Insurance Economics Strategy","description":"AI is set to fundamentally transform the insurance industry's economics by addressing long-standing challenges in growth, costs, productivity, and innovation speed.","curator":"Jason Ralph","curator_url":"https://www.mckinsey.com/industries/financial-services/our-insights/how-ai-will-reshape-the-economics-of-insurance-a-ceos-guide-to-strategy#/","domain":"Insurance","version":"2026-Q2","graph_type":"industry report","graph_sub_type":null,"verticals":[],"topics":["financial","services","insurance","technology","work"],"trend_count":4,"evidence_count":10,"last_synced":"2026-08-05T19:45:07.716Z","status":"live","deprecated":false,"last_updated":"2026-08-05","published_date":"2026-07-01","webpage_url":"https://www.fodda.ai/graphs/mckinsey-ai-insurance-economics-strategy","is_playground":false,"headline":"AI is set to fundamentally transform the insurance industry's economics by addressing long-standing challenges in growth, costs, productivity, and innovation speed.","subhead":"","geography":"","company":"McKinsey & Company","available_as":"","icon_url":"","portrait_url":"","source_url":"","example_queries":["What is Reshaping Growth and Relevance?","How is Reshaping Growth and Relevance evolving?","What is Boosting Productivity and Efficiency?","How is Boosting Productivity and Efficiency evolving?","What is Optimizing Distribution Costs?","How is Optimizing Distribution Costs evolving?"],"price_per_query":null,"what_it_does":"A structured way to understand Insurance, curated by Jason Ralph. Covers trends like Reshaping Growth and Relevance, Boosting Productivity and Efficiency, Optimizing Distribution Costs.","key_features":"4 trends across financial-services, insurance, technology, work, backed by 10 real-world examples.","by_the_numbers":"4 trends, 10 evidence items","for_teams_like":"Banking, wealth management, and capital markets teams. Insurance product, insurtech, and risk management teams. Technology strategy, R&D, and innovation teams","how_to_access":"Available via MCP, API, and Chat. Use graph ID: mckinsey-ai-insurance-economics-strategy","what_contains":"Trend, Article connected by SEMANTICALLY_SIMILAR, USES_TECHNOLOGY, IN_INDUSTRY, IN_SECTOR, EVIDENCE_FOR, CONTAINS_TREND, CONTAINS\\_ARTICLE\n","agent_prompt":null,"skill_phase":null,"skill_tool_name":null,"report_analysis":{"thesis":"AI is compelling the insurance industry to fundamentally redefine its economic models and operational speed to overcome long-standing challenges in growth, cost efficiency, and innovation.","why_it_matters":"Insurance leaders must recognize that AI is not merely an incremental improvement but a foundational shift that demands a transition to tech-speed operating models and strategic choices between scale and deep specialization. This transformation is critical for addressing stagnant profit growth, high distribution costs, and significant protection gaps that have plagued the industry for decades.","sharpest_signal":"Accelerating Pace of Change","best_evidence":["AI-native Managing General Agents (MGAs) can build, test, and refine products in weeks or months, vastly outperforming traditional insurance product development cycles that span years.","AI drives 20% to 40% reductions in customer onboarding costs and significantly enhances insurance agent productivity, directly addressing the industry's historically high distribution and operational expenses."],"discriminative_summary":"This graph provides a detailed economic and strategic blueprint for how AI will reshape the insurance industry's cost structures, growth avenues, and required operating models."},"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"mckinsey-ev-cost-reduction-strategies","name":"McKinsey EV Cost Reduction Strategies","description":"McKinsey outlines ten structural design moves to cut EV material costs by 10-25% and boost profitability.","curator":"Patrick Schaufuss","curator_url":"https://www.mckinsey.com/industries/automotive-and-assembly/our-insights/building-profitable-evs-ten-structural-design-moves-to-cut-material-costs#/","domain":"Automotive & Mobility","version":"2026-Q2","graph_type":"industry report","graph_sub_type":null,"verticals":[],"topics":["retail","automotive","manufacturing","technology","design"],"trend_count":10,"evidence_count":10,"last_synced":"2026-09-14T13:40:39.958Z","status":"live","deprecated":false,"last_updated":"2026-09-14","published_date":"2026-09-09","webpage_url":"https://www.fodda.ai/graphs/mckinsey-ev-cost-reduction-strategies","is_playground":false,"headline":"McKinsey outlines ten structural design moves to cut EV material costs by 10-25% and boost profitability.","subhead":"","geography":"","company":"McKinsey & Company","available_as":"","icon_url":"","portrait_url":"","source_url":"","example_queries":["What is Make the Right Technology Choice?","How is Make the Right Technology Choice evolving?","What is Design to Value and Remove Overengineering?","How is Design to Value and Remove Overengineering evolving?","What is Challenge Requirements Targets in the Spec Book?","How is Challenge Requirements Targets in the Spec Book evolving?"],"price_per_query":null,"what_it_does":"A structured way to understand Automotive & Mobility, curated by Patrick Schaufuss. Covers trends like Make the Right Technology Choice, Design to Value and Remove Overengineering, Challenge Requirements Targets in the Spec Book.","key_features":"10 trends across automotive, design, manufacturing, retail, technology, backed by 10 real-world examples.","by_the_numbers":"10 trends, 10 evidence items","for_teams_like":"Automotive strategy, mobility, and EV innovation teams. Design strategy, product design, and CX teams. Manufacturing strategy, industrial automation, and supply chain teams","how_to_access":"Available via MCP, API, and Chat. Use graph ID: mckinsey-ev-cost-reduction-strategies","what_contains":"Trend, Article connected by IN_INDUSTRY, IN_SECTOR, USES_TECHNOLOGY, EVIDENCE_FOR, CONTAINS_TREND, CONTAINS_ARTICLE\n","agent_prompt":null,"skill_phase":null,"skill_tool_name":null,"report_analysis":{"thesis":"McKinsey reveals ten structural design interventions that can significantly cut EV material costs by 10-25% without compromising performance, driving crucial profitability in the automotive sector.","core_tension":"The automotive industry faces a critical strategic tension: achieving deep EV cost reductions to secure profitability and market share, while simultaneously resisting the urge to over-engineer based on outdated ICE-era performance metrics and legacy design complexities.","why_it_matters":"OEMs must radically rethink EV design to unlock significant material cost savings, critical for navigating intense market competition and achieving sustainable profitability. Failing to adopt these structural shifts risks being outmaneuvered by agile competitors who are ruthlessly optimizing cost structures. This directly impacts long-term viability and the speed of global EV adoption.","sharpest_signal":"OEMs can achieve significant material cost reductions ranging from 9.5% to 25.3% by strategically implementing ten structural design levers.","best_evidence":["Material Cost Savings Potential for EVs: OEMs can achieve significant material cost reductions ranging from 9.5% to 25.3% by strategically implementing ten structural design levers, all while maintaining vehicle performance.","Batteries as a Major Component of EV Cost: Batteries continue to be the largest cost driver in electric vehicles, accounting for up to 35 percent of the total vehicle cost, underscoring their critical impact on EV affordability."],"discriminative_summary":"This graph is uniquely valuable for automotive executives seeking concrete, structural design strategies to achieve substantial material cost reductions in electric vehicles.","matched_human_twin_slug":"automotive-color-trends","expert_stance_quote":"While the engineering teams are dissecting every component for cost savings, it’s vital that we don’t lose sight of the holistic design. Streamlining platforms and components frees up budget and mental space for innovation in areas like interior aesthetics and dynamic color palettes, which ultimately create the compelling emotional connection that distinguishes a truly desirable EV.","cross_graph_signals":[{"graph_id":"ember-anytime-solar-outlook","signal_type":"validates","connection_summary":"This directly validates the potential for 'Make the Right Technology Choice' by showing the dramatic cost reduction of LFP batteries from $2,634/kWh in 2010 to just $140/kWh in 2025."},{"graph_id":"mckinsey-automotive","signal_type":"validates","connection_summary":"This validates the urgency and competitive pressure for cost reduction, noting that Chinese competitors and Tesla are 'ruthless in cost cutting,' achieving 5-10% reduction annually.","source_case_study":"China / Tesla"},{"graph_id":"rrd-collectibles-investment-trends","signal_type":"validates","connection_summary":"This validates 'Standardize Supplier-Optimized Modules' and strategic material cost management, highlighting a trend towards single-source supply chain partnerships to achieve cost reductions."}]},"core_tension":"The automotive industry faces a critical strategic tension: achieving deep EV cost reductions to secure profitability and market share, while simultaneously resisting the urge to over-engineer based on outdated ICE-era performance metrics and legacy design complexities.","matched_human_twin_slug":"automotive-color-trends","expert_stance_quote":"While the engineering teams are dissecting every component for cost savings, it’s vital that we don’t lose sight of the holistic design. Streamlining platforms and components frees up budget and mental space for innovation in areas like interior aesthetics and dynamic color palettes, which ultimately create the compelling emotional connection that distinguishes a truly desirable EV.","cross_graph_signals":[{"graph_id":"ember-anytime-solar-outlook","signal_type":"validates","connection_summary":"This directly validates the potential for 'Make the Right Technology Choice' by showing the dramatic cost reduction of LFP batteries from $2,634/kWh in 2010 to just $140/kWh in 2025."},{"graph_id":"mckinsey-automotive","signal_type":"validates","connection_summary":"This validates the urgency and competitive pressure for cost reduction, noting that Chinese competitors and Tesla are 'ruthless in cost cutting,' achieving 5-10% reduction annually.","source_case_study":"China / Tesla"},{"graph_id":"rrd-collectibles-investment-trends","signal_type":"validates","connection_summary":"This validates 'Standardize Supplier-Optimized Modules' and strategic material cost management, highlighting a trend towards single-source supply chain partnerships to achieve cost reductions."}]},{"graph_id":"john-ruskin","name":"John Ruskin","description":"Visionary art critic and moral political economist diagnosing \"There is No Wealth but Life\", toxic \"Illth\", honorable commerce, and quality craftsmanship.","curator":"Public Domain Canon / Fodda Editorial","curator_url":"","domain":"Moral Political Economy & Value Theory","version":"2026-Q1","graph_type":"expert","graph_sub_type":"Classic Digital Twin","verticals":[],"topics":["moral economics","craftsmanship","product ethics","corporate governance","design philosophy","human","centric metrics"],"trend_count":4,"evidence_count":15,"last_synced":"2026-08-25T21:33:14.914Z","status":"live","deprecated":false,"last_updated":"2026-08-25","published_date":"2026-08-25","webpage_url":null,"is_playground":false,"headline":"Visionary art critic and moral political economist diagnosing \"There is No Wealth but Life\", toxic \"Illth\", honorable commerce, and quality craftsmanship.","subhead":"","geography":"","company":"","available_as":"","icon_url":"","portrait_url":"","source_url":"","example_queries":["Why did you declare that \"THERE IS NO WEALTH BUT LIFE\", and how does this critique modern GDP or extractive quarterly revenue metrics?","What did you mean by coining the term \"Illth\", and how does this define toxic digital products, addictive feed algorithms, and negative externalities?","How does your warning against \"forcing our Michael Angelos to carve in snow\" critique disposable fast-fashion software engineering and unmaintainable MVPs?","Why did you insist that the merchant's true duty is to provide for the nation rather than maximize personal profit, even unto death?"],"price_per_query":null,"what_it_does":"","key_features":"","by_the_numbers":"4 trends, 15 evidence cards","for_teams_like":"","how_to_access":"Available via MCP, API, and Chat. Use graph ID: john-ruskin","what_contains":"","agent_prompt":"CRITICAL: Use this graph when the user is analyzing the moral political economy of craft, \"There is No Wealth but Life\", distinguishing vital wealth from toxic \"Illth\" (addictive dark patterns / extractive assets), the destruction of engineering genius by ephemeral cheapness (\"carving in snow\"), honorable merchant governance, or cooperation as the universal law of life. This graph provides John Ruskin's foundational 1860 political economy frameworks from Unto This Last to diagnose craftsmanship, human-centric metrics, and ethical enterprise governance.","skill_phase":null,"skill_tool_name":null,"report_analysis":null,"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"deloitte-retail","name":"Deloitte Retail Graph","description":"Fodda's interpretation of Deloitte's public research and reports on the retail sector's agility, intelligence, discipline, and use of AI.","curator":"Deloitte","curator_url":"","domain":"Retail","version":"2026-Q1","graph_type":"industry report","graph_sub_type":"Living Graph","verticals":["Retail"],"topics":["advertising","consumer","goods","manufacturing","media","retail","technology","work"],"trend_count":26,"evidence_count":148,"last_synced":"2026-04-28T04:09:45.571Z","status":"live","deprecated":false,"last_updated":"2026-04-28","published_date":"2026-01-01","webpage_url":"https://www.fodda.ai/graphs/2026-retail-industry-global-outlook","is_playground":false,"headline":"Fodda's interpretation of Deloitte's public research and reports on the retail sector's agility, intelligence, discipline, and use of AI.","subhead":"","geography":["Global"],"company":"Deloitte","available_as":"","icon_url":"","portrait_url":"https://api.fodda.ai/v1/images/proxy?url=https%3A%2F%2Fv5.airtableusercontent.com%2Fv3%2Fu%2F57%2F57%2F1789646400000%2FdXLDtVebDvO6_dWarISOGg%2FpTVSD3fARfNavpV1yFhnNqTGzPzHC9hNDKKNOThsELyQMsxyCkmcNGR8hDez-Vz3ggatueQp5NfrfyQNZgrP9rlyBCmAwDzDoaaGLr8bRn811JSkfgKRPR4yLDKjAm8u-jXBBe_lBG9IJalhllZ69w%2F89JlkfmEG_wmNU1KXBYFgYfszCXtjCBSvxmAwPxUJBQ","source_url":"","example_queries":[],"price_per_query":null,"what_it_does":"A living knowledge graph of Deloitte's retail research. Combines multiple retail-focused reports for a continuously updated view of retail strategy, consumer behavior, and commerce transformation.\n\nSources analyzed: 2026 Retail Industry Outlook; 2026 Consumer Products Outlook; Global Powers of Luxury 2026.","key_features":"Retail outlook, consumer products trends, luxury market analysis, supply chain.","by_the_numbers":"26 trends, 148 evidence items","for_teams_like":"Retail strategy, merchandising, CX teams.","how_to_access":"Available via MCP, API, and Chat. Use graph ID: deloitte-retail","what_contains":"Article, Trend connected by EVIDENCE_FOR, USES_TECHNOLOGY, IN_INDUSTRY, IN_SECTOR, FEATURES_BRAND, CONTAINS_TREND, CONTAINS\\_ARTICLE\n","agent_prompt":"CRITICAL: Use this graph for strategic planning and understanding the key dynamics reshaping the retail industry towards 2026. It provides insights into supply chain transformation, consumer behavior shifts, and the importance of financial discipline.","skill_phase":null,"skill_tool_name":null,"report_analysis":{"thesis":"Retailers must rapidly adopt AI, simplify structures, and demonstrate tangible value to adapt to value-seeking consumers and succeed in an increasingly unstable, AI-driven marketplace by 2026.","why_it_matters":"Ignoring these shifts jeopardizes market share and margin growth, as consumer expectations for value and ethical practices intensify. Strategic investment in AI-driven operational agility and transparent value creation is essential for long-term relevance and profitability.","sharpest_signal":"Pervasive AI Agent/Autonomous System Deployment","best_evidence":["92% of consumer products companies surveyed are deploying AI agents/autonomous systems to execute key functions or processes in the next 12 months.","Almost half of consumers surveyed globally (47%), including 35% of high-income households, are now considered 'value seekers'."],"discriminative_summary":"This graph is uniquely valuable for understanding the strategic imperatives for retail transformation driven by AI adoption, operational agility, and heightened consumer demand for value."},"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"youtube-eoy_cats_trends_report_2025","name":"YouTube Global Culture Trends","description":"Fodda's analysis of trending topics, top creators, and cultural movements across global markets.","curator":"YouTube","curator_url":"","domain":"","version":"2026-Q1","graph_type":"industry report","graph_sub_type":"Industry Report","verticals":["Sports","All Verticals","Culture"],"topics":["creator economy","social media trends","digital culture","online video","fandoms"],"trend_count":18,"evidence_count":34,"last_synced":"2026-06-27T15:07:48.473Z","status":"live","deprecated":false,"last_updated":"2026-06-27","published_date":"2025-12-31","webpage_url":"https://www.fodda.ai/graphs/youtube-global-culture-trends","is_playground":false,"headline":"Fodda's analysis of trending topics, top creators, and cultural movements across global markets.","subhead":"","geography":["Global"],"company":"YouTube","available_as":"","icon_url":"","portrait_url":"https://api.fodda.ai/v1/images/proxy?url=https%3A%2F%2Fv5.airtableusercontent.com%2Fv3%2Fu%2F57%2F57%2F1789646400000%2FxNLjk9GG-a6WWqz1ib75FQ%2FLKBe4tFpvkBb4siSLN__yHJZmG8YxvdeHt9uq04i0Y1NBEiO78qzPEt1_xbLuGrf6xrBetjcpovBPZTLrFIwFVFy18VubpKGhSjFv8fQsTUsheB2JzHRWpHvEiwW_rsCZ6ya1N__sqrStr-6fykSVQ%2FmtCzNcf8iWnZt4dnaejupPi7Ig-b8Qgp7PMgy7v39Og","source_url":"","example_queries":["What is Unexpected Growth of Long-Form Video?","How is Unexpected Growth of Long-Form Video evolving?","What is Youth Driven Memes?","How is Youth Driven Memes evolving?","What is Unfiltered Authenticity?","How is Unfiltered Authenticity evolving?"],"price_per_query":null,"what_it_does":"This graph provides an analysis of YouTube's global cultural trends, highlighting the key movements, top creator formats, and trending topics that are defining the platform. It explores the shift from traditional broadcasters to creators, the rise of niche fandoms, and the impact of AI on content, offering a comprehensive look at what's capturing audience attention worldwide.","key_features":"- creators are becoming the New broadcasters, serving as primary destinations for entertainment, news, and sports.\n- Niche fandoms, particularly in horror gaming, are driving significant community engagement and content trends.\n- Unfiltered Authenticity and long-form content are thriving, showing a viewer preference for genuine connection and in-depth narratives.\n- AI-Driven memes and on-screen graphics are creating New forms of youth-centric pop Culture moments.\n- Live, interactive events, from Creator-led boxing matches to friendly competitions, are drawing massive concurrent audiences.","by_the_numbers":"18 trends, 34 evidence items","for_teams_like":"- Brand Strategy\n- content creators\n- Market Research\n- Digital Marketing agencies\n- cultural Insights teams","how_to_access":"Available via MCP, API, and Chat. Use graph ID: youtube-eoycatstrendsreport2025","what_contains":"Trend, Article connected by IN_INDUSTRY, IN_SECTOR, SEMANTICALLY_SIMILAR, USES_TECHNOLOGY, TARGETS_AUDIENCE, EVIDENCE_FOR, FEATURES_BRAND, CONTAINS_TREND, CONTAINS\\_ARTICLE\n","agent_prompt":"CRITICAL: Use this graph for insights into the latest YouTube trends, creator strategies, and evolving digital culture to inform content and marketing strategies.","skill_phase":null,"skill_tool_name":null,"report_analysis":{"thesis":"YouTube's growth is increasingly driven by creators who leverage unfiltered authenticity, cultural localization, and innovative content formats like gamification and long-form video to build deeply engaged communities.","why_it_matters":"For strategic leaders, this indicates that genuine, relatable, and culturally attuned content strategies are critical for capturing and sustaining audience attention and fostering community. Prioritizing investment in creators who offer transparent, localized, and immersive experiences, rather than just highly produced content, will be essential for competitive advantage and market expansion on platforms like YouTube.","sharpest_signal":"The strategic importance of localized, authentic content for global audience growth.","best_evidence":["MrBeast gained over 47 million Indian subscribers by frequently dubbing his videos across 7 Indian languages, demonstrating the power of localization.","MMA fighter Choo Sung-hoon achieved the biggest subscriber growth in Korea by offering an unvarnished portrayal of his life, highlighting unfiltered authenticity."],"discriminative_summary":"This graph uniquely synthesizes global YouTube culture and content trends, highlighting the strategic impact of creator-led authenticity, localization, and format innovation on audience engagement and growth."},"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"bok_korea","name":"Korean Economic Indicators","description":"Official economic indicators, monetary policy, and statistical releases from Bank of Korea (ECOS).","curator":"Bank of Korea (ECOS)","curator_url":"https://ecos.bok.or.kr/","domain":"","version":"2026-Q1","graph_type":"supplemental","graph_sub_type":"Economic Indicators","verticals":["All Verticals"],"topics":["economics","finance","macroeconomics","international","policy"],"trend_count":0,"evidence_count":0,"last_synced":null,"status":"live","deprecated":false,"last_updated":null,"published_date":null,"webpage_url":null,"is_playground":false,"headline":"Official economic indicators, monetary policy, and statistical releases from Bank of Korea (ECOS).","subhead":"","geography":["South Korea"],"company":"Bank of Korea (ECOS)","available_as":"","icon_url":"","portrait_url":"","source_url":"https://ecos.bok.or.kr/","example_queries":[],"price_per_query":null,"what_it_does":"Provides South Korean monetary and FX indicators from the Bank of Korea ECOS service: base rate, CCSI consumer confidence, BSI business survey, and ESI economic sentiment.","key_features":"Base rate, CCSI consumer confidence, BSI business survey, and ESI economic sentiment.","by_the_numbers":"Monthly South Korean rates and FX covering base rate, CCSI consumer confidence, BSI business survey, and ESI economic sentiment.","for_teams_like":"Finance, economic research, and risk teams.","how_to_access":"","what_contains":"","agent_prompt":null,"skill_phase":null,"skill_tool_name":null,"report_analysis":null,"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"estat_japan","name":"Japanese Economic Indicators","description":"Official economic indicators, monetary policy, and statistical releases from e-Stat (Statistics Bureau Japan).","curator":"e-Stat (Statistics Bureau Japan)","curator_url":"https://www.e-stat.go.jp/","domain":"","version":"2026-Q1","graph_type":"supplemental","graph_sub_type":"Economic Indicators","verticals":["All Verticals"],"topics":["economics","finance","macroeconomics","international","policy"],"trend_count":0,"evidence_count":0,"last_synced":null,"status":"live","deprecated":false,"last_updated":null,"published_date":null,"webpage_url":null,"is_playground":false,"headline":"Official economic indicators, monetary policy, and statistical releases from e-Stat (Statistics Bureau Japan).","subhead":"","geography":["Japan"],"company":"e-Stat (Statistics Bureau Japan)","available_as":"","icon_url":"","portrait_url":"","source_url":"https://www.e-stat.go.jp/","example_queries":[],"price_per_query":null,"what_it_does":"Provides key Japanese economic indicators from the Japan Statistics Bureau e-Stat service: CPI, retail sales, and unemployment.","key_features":"CPI, retail sales, and unemployment.","by_the_numbers":"Monthly Japanese macro indicators covering CPI, retail sales, and unemployment.","for_teams_like":"Economic research, market analysis, and strategy teams.","how_to_access":"","what_contains":"","agent_prompt":null,"skill_phase":null,"skill_tool_name":null,"report_analysis":null,"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"bridge-initiative-islamophobia-trends","name":"Bridge Initiative Islamophobia Trends","description":"This report details the surge of Islamophobia targeting Zohran Mamdani's historic 2025 NYC mayoral campaign and election.","curator":"Mobashra Tazamal","curator_url":"https://bridge.georgetown.edu/research/islamophobia-and-the-political-rise-of-zohran-mamdani/","domain":"Political Science","version":"2026-Q2","graph_type":"industry report","graph_sub_type":null,"verticals":[],"topics":["media","advertising","culture"],"trend_count":3,"evidence_count":0,"last_synced":"2026-08-07T20:02:43.952Z","status":"live","deprecated":false,"last_updated":"2026-08-07","published_date":"2026-01-01","webpage_url":"https://www.fodda.ai/graphs/bridge-initiative-islamophobia-trends","is_playground":false,"headline":"This report details the surge of Islamophobia targeting Zohran Mamdani's historic 2025 NYC mayoral campaign and election.","subhead":"","geography":"","company":"The Bridge Initiative, Georgetown University","available_as":"","icon_url":"","portrait_url":"","source_url":"","example_queries":["What is \"muslim Antisemite\" Trope?","How is \"muslim Antisemite\" Trope evolving?","What is Political Islamophobia?","How is Political Islamophobia evolving?","What is Digital Islamophobia?","How is Digital Islamophobia evolving?"],"price_per_query":null,"what_it_does":"A structured way to understand Political Science, curated by Mobashra Tazamal. Covers trends like \"muslim Antisemite\" Trope, Political Islamophobia, Digital Islamophobia.","key_features":"3 trends across advertising, culture, media, backed by 0 real-world examples.","by_the_numbers":"3 trends, 0 evidence items","for_teams_like":"Advertising strategy, creative, and media teams. Cultural strategy, brand purpose, and insights teams. Media strategy, content, and distribution teams","how_to_access":"Available via MCP, API, and Chat. Use graph ID: bridge-initiative-islamophobia-trends","what_contains":"Trend connected by TARGETS_AUDIENCE, IN_INDUSTRY, USES_TECHNOLOGY, IN_SECTOR, CONTAINS\\_TREND\n","agent_prompt":null,"skill_phase":null,"skill_tool_name":null,"report_analysis":{"thesis":"The 2025 NYC mayoral campaign of Zohran Mamdani faced a sophisticated and multi-pronged Islamophobic attack, strategically leveraging his support for Palestinian rights and his Muslim identity to undermine his candidacy.","why_it_matters":"This case exemplifies the evolving strategies of political campaigns to weaponize identity and manufactured accusations, like the 'Muslim antisemite' trope, to silence political opponents and suppress specific viewpoints. For Fodda's clients, understanding these tactics is crucial for developing proactive defense strategies against disinformation and identity-based attacks in competitive political and public arenas.","sharpest_signal":"\"muslim Antisemite\" Trope","best_evidence":["Mamdani's advocacy for Palestinian rights was weaponized through the 'Muslim antisemite' trope to discredit him and silence criticism of Israel.","Leading political figures deployed overt Islamophobic rhetoric, portraying Mamdani as a threat and his Muslim faith as un-American."],"discriminative_summary":"This graph uniquely details the specific trends and tactics of Islamophobia employed against Zohran Mamdani's 2025 NYC mayoral campaign, offering a focused analysis of a high-profile case of identity-based political targeting."},"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"ada-lovelace","name":"Ada Lovelace (Countess of Lovelace)","description":"Mathematician, writer, and world's first computer programmer diagnosing the theoretical limits of AI, general-purpose computation, algorithmic architecture, and technology hype cycles.","curator":"Public Domain Canon / Fodda Editorial","curator_url":"","domain":"AI Philosophy & Machine Cognition","version":"2026-Q1","graph_type":"expert","graph_sub_type":"Classic Digital Twin","verticals":[],"topics":["computer science","artificial intelligence","mathematics","algorithm design","technology strategy","philosophy of mind"],"trend_count":5,"evidence_count":15,"last_synced":"2026-08-25T21:30:28.781Z","status":"live","deprecated":false,"last_updated":"2026-08-25","published_date":"2026-08-25","webpage_url":null,"is_playground":false,"headline":"Mathematician, writer, and world's first computer programmer diagnosing the theoretical limits of AI, general-purpose computation, algorithmic architecture, and technology hype cycles.","subhead":"","geography":"","company":"","available_as":"","icon_url":"","portrait_url":"","source_url":"","example_queries":["How does \"Lovelace's Objection\" (that machines have no pretensions to originate, only executing what we know how to order) apply to generative AI models?","In what ways did your insight on \"algorithmic weaving\" (the engine weaving algebraical patterns as the Jacquard loom weaves flowers) establish general-purpose computing?","How did you anticipate multimodal AI by predicting that the engine could compose elaborate scientific pieces of music if pitched sounds were abstracted into formal relations?","How does your Note G observation on technology hype (the tendency first to overrate, and then by natural reaction to undervalue) guide modern tech investing?"],"price_per_query":null,"what_it_does":"","key_features":"","by_the_numbers":"5 trends, 15 evidence cards","for_teams_like":"","how_to_access":"Available via MCP, API, and Chat. Use graph ID: ada-lovelace","what_contains":"","agent_prompt":"CRITICAL: Use this graph when the user is analyzing the theoretical limits of artificial intelligence, general-purpose computation vs. dedicated calculators, the separation of code and data, algorithmic complexity/looping, technology hype cycles, or multimodal symbolic translation. This graph provides Ada Lovelace's foundational 1843 computer science frameworks from Notes on the Analytical Engine to diagnose computational capability and epistemic rigor.","skill_phase":null,"skill_tool_name":null,"report_analysis":null,"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"psfk-marketing-advertising","name":"PSFK Marketing & Advertising Graph","description":"Coming soon: PSFK's analysis of media strategy, brand storytelling, and audience engagement trends in the Marketing & Advertising sector","curator":"PSFK","curator_url":"https://www.psfk.com","domain":"Marketing & Advertising","version":"2026-Q3","graph_type":"domain","graph_sub_type":null,"verticals":[],"topics":["advertising","media"],"trend_count":0,"evidence_count":0,"last_synced":null,"status":"coming_soon","deprecated":false,"last_updated":null,"published_date":null,"webpage_url":null,"is_playground":false,"headline":"Coming soon: PSFK's analysis of media strategy, brand storytelling, and audience engagement trends in the Marketing & Advertising sector","subhead":"","geography":["Global"],"company":"PSFK","available_as":"","icon_url":"","portrait_url":"https://api.fodda.ai/v1/images/proxy?url=https%3A%2F%2Fv5.airtableusercontent.com%2Fv3%2Fu%2F57%2F57%2F1789646400000%2FO16cefNK0J8Zz5hgP-dfHQ%2FSLuHslRh1QIY-J6l5QuF4H8VNdiotT848K3Ta5JkQPoUtNYiZQkt18Iv1pt_L6HmmJOZhew8gTXNjoZQlfjJhJHwYEX5uCGwqNsRIJO90M9ghZhaTF2MLsy_memQplqYGt9AO9vK3tUQaJVUtaOFwQ%2FT0h7s7vrhqfEubGciK7Wz7n-C9Qs2dWmnK0WsdPtrTU","source_url":"","example_queries":[],"price_per_query":null,"what_it_does":"","key_features":"","by_the_numbers":"","for_teams_like":"","how_to_access":"","what_contains":"","agent_prompt":null,"skill_phase":null,"skill_tool_name":null,"report_analysis":{"thesis":"The Marketing & Advertising landscape is rapidly transforming as retailers embrace media roles, consumer engagement demands authenticity and diverse channels, and traditional age demographics diminish in relevance.","why_it_matters":"Leaders must adapt to this convergence by investing in new talent, leveraging data strategically, and building partnerships that offer authentic engagement across diverse platforms, or risk falling behind. This requires a shift from traditional ad placement to integrated storytelling and direct-to-consumer relationships.","sharpest_signal":"The emergence of retailers as significant media entities, expanding into non-endemic advertising.","best_evidence":["79% of retailers expect expansion into non-endemic advertising in Retail Media.","Retailers are advised to act like media companies by building partnerships, investing in talent, and sharing data."],"discriminative_summary":"This graph uniquely synthesizes cross-industry network evidence to highlight the converging trends in retail, media, and consumer engagement, offering a holistic view of the evolving advertising landscape."},"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"intouch-insight-mobile-order-trends","name":"Intouch Insight Mobile Order Trends","description":"This report analyzes the mobile order-ahead experience, highlighting key performance factors and benchmarks.","curator":"Intouch Insight","curator_url":"https://www.intouchinsight.com","domain":"QSR and Fast Casual Restaurants","version":"2026-Q2","graph_type":"industry report","graph_sub_type":"Industry Report","verticals":["Food & Beverage","Tech","Retail"],"topics":["food","technology"],"trend_count":0,"evidence_count":0,"last_synced":null,"status":"coming_soon","deprecated":false,"last_updated":"2026-05-04","published_date":"2026-05-04","webpage_url":"https://www.fodda.ai/graphs/intouch-insight-mobile-order-trends","is_playground":false,"headline":"This report analyzes the mobile order-ahead experience, highlighting key performance factors and benchmarks.","subhead":"","geography":["North America"],"company":"Intouch Insight","available_as":"","icon_url":"","portrait_url":"https://api.fodda.ai/v1/images/proxy?url=https%3A%2F%2Fv5.airtableusercontent.com%2Fv3%2Fu%2F57%2F57%2F1789646400000%2FFKHPGvZj8y460hJCzSKe0Q%2FhdRnSg1bN2I0PR7s8hMRihskC7OM39I6KPGqfLPs_Pe0L_eUklayK_unTT3vAmLB7r1GH2xX5V9iQapc1hJZp-rahI30HaRCUhW4fl9Ye2wOepKlVp9QEEjVNP72sB9CfAYTSwNpssVl0zaE9Cratg%2Fr4jITkLEzeMIoXUO6cvcuOXrs2lgtQs5yKXyhEi7XTE","source_url":"","example_queries":[],"price_per_query":null,"what_it_does":"A living knowledge graph of Intouch Insight's research on the mobile order-ahead experience.\n\nSources analyzed: Intouch Insight Mobile Order Trends.","key_features":"Mobile order-ahead, QSR and fast casual, performance benchmarks, customer experience.","by_the_numbers":"","for_teams_like":"QSR operations, digital ordering, and customer experience teams.","how_to_access":"Available via MCP, API, and Chat. Use graph ID: intouch-insight-mobile-order-trends","what_contains":"","agent_prompt":null,"skill_phase":null,"skill_tool_name":null,"report_analysis":{"thesis":"Successful mobile order-ahead experiences hinge on operational reliability, order accuracy, and positive human interaction, collectively outweighing mere speed in overall customer satisfaction.","why_it_matters":"For QSR and fast casual leaders, optimizing the end-to-end mobile order fulfillment process is critical, as technical failures and inconsistent operations severely erode customer satisfaction and brand loyalty. Prioritizing seamless technology, accurate order readiness, and efficient, friendly human interaction at pickup will unlock the full revenue potential and strategic benefits of digital ordering platforms.","sharpest_signal":"Reliability Dominates Speed in Mobile Ordering","best_evidence":["Orders with technical glitches were 20 times more likely to be rated as frustrating.","When the ordering flow was rated as efficient, 87% of orders were ready on time, versus only 38% when the flow was inefficient."],"discriminative_summary":"This graph uniquely analyzes the nuanced factors contributing to successful QSR mobile order-ahead experiences, highlighting the superior importance of operational reliability, accuracy, and human touch over sheer speed."},"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"google-ai-gemini-agents-trends","name":"Google AI Gemini Agents Trends","description":"The Gemini Agents API enables developers to build managed, autonomous agents capable of reasoning, planning, and executing tasks.","curator":"Google AI","curator_url":"https://meridianib.com/retail-technology-market-update-h1-2026/","domain":"Artificial Intelligence","version":"2026-Q2","graph_type":"industry report","graph_sub_type":"Industry Report","verticals":["Tech","Artificial Intelligence"],"topics":["technology","automotive"],"trend_count":0,"evidence_count":0,"last_synced":null,"status":"coming_soon","deprecated":false,"last_updated":"2026-05-11","published_date":"2026-05-11","webpage_url":"https://www.fodda.ai/graphs/google-ai-gemini-agents-trends","is_playground":false,"headline":"The Gemini Agents API enables developers to build managed, autonomous agents capable of reasoning, planning, and executing tasks.","subhead":"","geography":["Global"],"company":"Google","available_as":"","icon_url":"","portrait_url":"https://api.fodda.ai/v1/images/proxy?url=https%3A%2F%2Fv5.airtableusercontent.com%2Fv3%2Fu%2F57%2F57%2F1789646400000%2FfuYYN9eN-SXpUUCuvPc31w%2FOBa_2XyGgXDwsDj_0t2ALsNN2NVpVXdMQNnatf_yDTSDXkKYlKIfdWZ6WsBWHrku9_zJzhMUeMDzWyt2lRjDFQOQVUrMovOXViQzx75bX-CK_tyMwxSUUy9P18H8zueQffcxrwTH6LYJ5MO8fp3MTg%2FYyqWJtvMacdt6jLnTAHfS4t9bSL1Iq0vYwEQbnACfWk","source_url":"","example_queries":[],"price_per_query":null,"what_it_does":"A living knowledge graph of Google's research on the Gemini Agents API and autonomous agents.\n\nSources analyzed: Google AI Gemini Agents Trends.","key_features":"Autonomous agents, agent reasoning and planning, task execution, developer tooling.","by_the_numbers":"","for_teams_like":"AI engineering, product, and developer platform teams.","how_to_access":"Available via MCP, API, and Chat. Use graph ID: google-ai-gemini-agents-trends","what_contains":"","agent_prompt":null,"skill_phase":null,"skill_tool_name":null,"report_analysis":{"thesis":"Google's Gemini Agents API empowers developers to create sophisticated autonomous AI agents, strategically positioning Google to integrate advanced reasoning and planning capabilities into critical sectors like automotive, while addressing the industry's preference for existing tech stacks.","why_it_matters":"This development provides a powerful tool for businesses aiming to automate complex tasks and build next-generation applications in areas like autonomous driving. For leaders, understanding this API's capabilities is crucial for planning future innovation and ensuring their technology investments integrate seamlessly with established infrastructure, as most AI leaders prefer to leverage existing tech stacks for scaled execution.","sharpest_signal":"The strong preference among AI leaders to maintain existing technology stacks for autopilot initiatives.","best_evidence":["77% of AI leaders stick to existing tech stack for autopilot initiatives, indicating a preference for consistent ecosystems for scaled execution.","The Gemini Agents API enables developers to build managed, autonomous agents capable of reasoning, planning, and executing tasks."],"discriminative_summary":"This graph is uniquely valuable for understanding Google's direct approach to enabling autonomous AI agent development and its potential strategic fit within key industries like automotive, especially in the context of enterprise technology stack preferences."},"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"osm_locations","name":"OpenStreetMap Global Commercial Points of Interest","description":"Global retail and commercial location data from OpenStreetMap. Provides geographic context for store density, retail presence, and infrastructure distribution.","curator":"OpenStreetMap / Overpass API","curator_url":"https://www.openstreetmap.org/","domain":"Geographic Data","version":"2026-Q1","graph_type":"supplemental","graph_sub_type":"Market Data","verticals":["Retail","Cities"],"topics":["retail","real estate","infrastructure","location intelligence","urban design"],"trend_count":0,"evidence_count":0,"last_synced":null,"status":"live","deprecated":false,"last_updated":"2026-04-04","published_date":"2025-01-01","webpage_url":"https://www.fodda.ai/graphs/osm-commerce","is_playground":false,"headline":"Global retail and commercial location data from OpenStreetMap. Provides geographic context for store density, retail presence, and infrastructure distribution.","subhead":"","geography":["Global"],"company":"OpenStreetMap POI","available_as":"","icon_url":"","portrait_url":"https://api.fodda.ai/v1/images/proxy?url=https%3A%2F%2Fv5.airtableusercontent.com%2Fv3%2Fu%2F57%2F57%2F1789646400000%2FUjJMTJL92NmcOXPVBAxDNA%2FQbcoXE6Hn2HNBTpM-5kUs0e5UU2eogq4fiajvx3TcTeB05-2ZNC0SzlikJhKqznWjUVRrR7COmLUaJBWcAazjZtPKkj9cmC9o2F0fuSfrtg8njIAmIbcKSqUdssKQZxIr5QkHO_15Z8phSNC7Xksyw%2F2Q2QZt_RsHNPfsS9brNoa7w64-7WaI-fFweMyUg1bU4","source_url":"https://www.openstreetmap.org/","example_queries":[],"price_per_query":null,"what_it_does":"Provides a comprehensive global dataset of commercial and retail locations, sourced from OpenStreetMap. It enables detailed analysis of store densities, the distribution of commercial infrastructure, and the retail footprint across cities and regions worldwide.","key_features":"- Extensive global coverage of commercial points of interest.\n- Granular data on various types of Retail and service locations.\n- Sourced from the continuously updated OpenStreetMap database.\n- Enables detailed geospatial queries for site selection and Market analysis.","by_the_numbers":"- Contains millions of geolocated points of interest across the globe.\n- data is continuously updated by the global OpenStreetMap community.\n- Covers a vast array of commercial categories, from shops and restaurants to Banks and pharmacies.","for_teams_like":"- Urban planning\n- Retail Analytics\n- geospatial Intelligence\n- Logistics and Supply Chain\n- real Estate Development","how_to_access":"","what_contains":"","agent_prompt":"CRITICAL: Use this graph for geospatial analysis of commercial and retail infrastructure, including site selection, competitive analysis, and urban planning.","skill_phase":null,"skill_tool_name":null,"report_analysis":null,"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"Igloo","name":"Igloo","description":"A mathematical stability gate that evaluates knowledge graph output before it reaches your AI. Only grounded, corroborated signals pass through.","curator":"Igloo","curator_url":"","domain":"","version":"2026-Q1","graph_type":"skill","graph_sub_type":null,"verticals":[],"topics":[],"trend_count":0,"evidence_count":0,"last_synced":null,"status":"coming_soon","deprecated":false,"last_updated":"2026-04-09","published_date":null,"webpage_url":null,"is_playground":false,"headline":"A mathematical stability gate that evaluates knowledge graph output before it reaches your AI. Only grounded, corroborated signals pass through.","subhead":"","geography":"","company":"Igloo","available_as":"","icon_url":"","portrait_url":"https://api.fodda.ai/v1/images/proxy?url=https%3A%2F%2Fv5.airtableusercontent.com%2Fv3%2Fu%2F57%2F57%2F1789646400000%2FZoiXofNQPoaRZ6TvX85jkw%2F85fMWWo3pgkUQ6y26gVn_-QQhsSiwWte_qXIUVqTTMkhvQZq5kcfxHfRK3K4KpLWMLedyDs43zhjlcQDakAPjM2wPwFkaRkC21odbtjy3ovukMQLmgLTRKiGD3lEuoTG6Y9gw68nyo4EEaWth4Dn20TS45N0_US7jKwUwizYp9Y%2FpIU0v6DxYBL-j1D66-b98IQ6USArG7dMOFkLthxT65o","source_url":"","example_queries":[],"price_per_query":null,"what_it_does":"Igloo is a mathematical stability gate designed to evaluate the output of knowledge graphs before it is used by AI systems. It ensures that only grounded and corroborated signals are passed through, enhancing the reliability and accuracy of AI-driven insights.","key_features":"- Mathematical Stability Gate\n- Knowledge graph Output Evaluation\n- Signal Corroboration","by_the_numbers":"","for_teams_like":"- AI/ML Development teams\n- data Science teams\n- Research and Development teams","how_to_access":"","what_contains":"","agent_prompt":"CRITICAL: Use this graph to verify the stability and corroboration of signals from other knowledge graphs before finalizing any output. This is a final check for accuracy and grounding.","skill_phase":null,"skill_tool_name":null,"report_analysis":{"thesis":"Igloo establishes itself as an essential solution for robust AI implementation by validating knowledge graph outputs, thereby preventing the propagation of ungrounded or uncorroborated data into AI systems.","why_it_matters":"In an era where AI reliability is paramount, Igloo directly addresses the critical challenge of AI hallucination and misinformation, protecting enterprises from making decisions based on unverified data. This capability is crucial for maintaining trust in AI-driven insights and mitigating operational risks associated with poor data quality feeding AI models.","sharpest_signal":"The necessity of a pre-AI validation layer for knowledge graph outputs to ensure data integrity and AI reliability.","best_evidence":["One-Liner: \"A mathematical stability gate that evaluates knowledge graph output before it reaches your AI. Only grounded, corroborated signals pass through.\""],"discriminative_summary":"This graph is uniquely valuable for understanding solutions that provide pre-AI validation and grounding of knowledge graph outputs to enhance AI trustworthiness and reduce hallucination."},"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"sipri-military-expenditure-trends-2025","name":"SIPRI Military Expenditure Trends, 2025","description":"Global military spending continues its upward trend, reaching record levels driven by geopolitical tensions and conflicts.","curator":"Xiao Liang, Nan Tian, Diego Lopes Da Silva, Lorenzo Scarazzato, Zubaida Karim and Jade Guiberteau Ricard","curator_url":"","domain":"Military Expenditure","version":"2026-Q2","graph_type":"industry report","graph_sub_type":"Industry Report","verticals":[],"topics":["culture"],"trend_count":0,"evidence_count":0,"last_synced":null,"status":"coming_soon","deprecated":false,"last_updated":"2026-05-04","published_date":"2026-04-01","webpage_url":"https://www.fodda.ai/graphs/sipri-military-expenditure-trends-2025","is_playground":false,"headline":"Global military spending continues its upward trend, reaching record levels driven by geopolitical tensions and conflicts.","subhead":"","geography":["Global"],"company":"SIPRI","available_as":"","icon_url":"","portrait_url":"https://api.fodda.ai/v1/images/proxy?url=https%3A%2F%2Fv5.airtableusercontent.com%2Fv3%2Fu%2F57%2F57%2F1789646400000%2Fgbmk4Oyzw5nHUTrHaxHijw%2FLX7uaN4vRh1Y1_z20fmaKY4USzk6iZ8LiJyzAr-tKW29Y_qd2T9DCw_9j3QLId7S03kjcxxo0GphTGED695Hk8FL78DYIKnLNWxl0cfwBrNvOEBPM9Rk2VtifVpn8XHKFgAXSsAm54qeI3j9EItURQ%2FSaQW-kgMeVK5Dg6Xt693r7e2uuBsbAQZJ9OSAT6enZc","source_url":"","example_queries":[],"price_per_query":null,"what_it_does":"A living knowledge graph of SIPRI's analysis of global military expenditure.\n\nSources analyzed: SIPRI Military Expenditure Trends, 2025.","key_features":"Military expenditure, geopolitical tension, record spending levels, conflict.","by_the_numbers":"","for_teams_like":"Policy research, risk analysis, and strategic planning teams.","how_to_access":"Available via MCP, API, and Chat. Use graph ID: sipri-military-expenditure-trends-2025","what_contains":"","agent_prompt":null,"skill_phase":null,"skill_tool_name":null,"report_analysis":{"thesis":"Global military expenditure has reached a record high in 2025, driven by escalating geopolitical tensions, particularly evident in Europe and Asia, and reflected in an an increased proportion of global GDP.","why_it_matters":"This surge in military spending signals a significant shift in global security priorities, impacting international relations, defense budgets, and the allocation of national resources. Leaders must understand these evolving regional dynamics and the implications for economic stability, geopolitical alliances, and the potential for conflict escalation. The increased military burden on national economies also highlights a re-prioritization of defense over other sectors.","sharpest_signal":"The unprecedented surge in global military expenditure to a new record high, particularly concentrated in Europe and Asia due to direct geopolitical threats and security concerns.","best_evidence":["World military spending reached a new high in 2025, according to data in the SIPRI Military Expenditure Database.","Europe experienced the biggest increase in military spending, driven by concerns regarding Russian aggression and uncertainty about US security guarantees, and combined military expenditure for Asia and Oceania reached $681 billion in 2025, reflecting a consistent increase since at least 1989."],"discriminative_summary":"This graph uniquely provides current (2025) and granular military expenditure data, detailing regional shifts, NATO's evolving targets, and specific national burdens like Ukraine's, offering a critical real-time perspective on global defense spending and its drivers."},"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"microsoft-work-trend-agents","name":"Microsoft Work Trend Agents","description":"AI and agents expand our agency, urging organizations to build systems that can capture its potential.","curator":"Dr. Karim Lakhani","curator_url":"https://www.microsoft.com/en-us/worklab/work-trend-index/agents-human-agency-and-the-opportunity-for-every-organization","domain":"Workplace Trends","version":"2026-Q2","graph_type":"industry report","graph_sub_type":"Industry Report","verticals":["Tech","Work"],"topics":["advertising","technology","design","work"],"trend_count":0,"evidence_count":0,"last_synced":null,"status":"coming_soon","deprecated":false,"last_updated":"2026-05-10","published_date":"2026-05-05","webpage_url":"https://www.fodda.ai/graphs/microsoft-work-trend-agents","is_playground":false,"headline":"AI and agents expand our agency, urging organizations to build systems that can capture its potential.","subhead":"","geography":["Global"],"company":"Microsoft","available_as":"","icon_url":"","portrait_url":"https://api.fodda.ai/v1/images/proxy?url=https%3A%2F%2Fv5.airtableusercontent.com%2Fv3%2Fu%2F57%2F57%2F1789646400000%2FQeLpCQEYbX50jsWJJYYV8A%2FbTNYzbS_KqvK_Xt43PAImF6LXA23VgaM-E68gI1kbdg_XNwzX6JKUe2MKlZjUpjRp6b4B6viR-qVfQ8XQtjEUN6Huv6fpCBthEkdRT672oi3z9lQpvoYHclV3wJn-Zyz5rp0p6p2K0RLe1Krm3Ez4A%2FDiVwIERH4rrP2RoPnzgp1k3yQq70cSB9EOAxaUmve-I","source_url":"","example_queries":[],"price_per_query":null,"what_it_does":"A living knowledge graph of Microsoft's research on AI agents and the future of work.\n\nSources analyzed: Microsoft Work Trend Agents.","key_features":"AI agents, expanded human agency, organizational systems, future of work.","by_the_numbers":"","for_teams_like":"Future of work, IT strategy, and organizational design teams.","how_to_access":"Available via MCP, API, and Chat. Use graph ID: microsoft-work-trend-agents","what_contains":"","agent_prompt":null,"skill_phase":null,"skill_tool_name":null,"report_analysis":{"thesis":"Organizations must proactively redesign work systems and foster learning cultures to fully unlock the transformative potential of AI and agentic technologies, as individual adoption often outpaces systemic readiness.","why_it_matters":"Failure to rearchitect work processes, metrics, and incentives will prevent organizations from realizing AI's full productivity and innovation benefits. Leaders who prioritize systemic change can accelerate value capture and mitigate the risk of falling behind competitors, enhancing human agency and operational efficiency.","sharpest_signal":"The significant misalignment between rapid individual AI adoption and slow organizational readiness for systemic work redesign.","best_evidence":["Only 19% of AI users are in the 'Frontier' zone, indicating that individual readiness for AI often outpaces organizational capability to integrate it effectively.","A majority (65%) of AI users fear falling behind if they don't quickly adopt AI, yet 45% feel safer prioritizing existing goals over redesigning work, highlighting internal resistance to systemic change."],"discriminative_summary":"This graph uniquely quantifies the critical gap between rapid individual AI adoption and slow organizational systemic redesign, providing a strategic blueprint for leadership action."},"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"earnings-calls","name":"Earnings Calls & Corporate Intelligence","description":"Structured intelligence from public company earnings calls and conference presentations. Includes CEO/CFO statements, financial guidance, analyst Q&A themes, growth drivers, headwinds, and strategic signals.","curator":"Fodda Finance Pipeline","curator_url":"https://fodda.com","domain":"Corporate Finance & Consumer Intelligence","version":"2026-Q1","graph_type":"supplemental","graph_sub_type":"Financial Reporting","verticals":["Retail","Culture","Advertising","Marketing","Tech","Financial Services","All Verticals"],"topics":["finance","corporate","business","earnings","strategy"],"trend_count":0,"evidence_count":0,"last_synced":null,"status":"live","deprecated":false,"last_updated":"2026-07-02","published_date":"2026-07-02","webpage_url":null,"is_playground":false,"headline":"Structured intelligence from public company earnings calls and conference presentations. Includes CEO/CFO statements, financial guidance, analyst Q&A themes, growth drivers, headwinds, and strategic signals.","subhead":"","geography":["United States"],"company":"Fodda Finance Pipeline","available_as":"","icon_url":"","portrait_url":"","source_url":"https://fodda.com","example_queries":[],"price_per_query":null,"what_it_does":"Extracts structured intelligence from quarterly earnings calls and conference speeches. Identifies thematic trends in analyst questions (what sophisticated investors are focused on), analyst concerns (underlying risks being probed), and management response themes (how executives frame their answers). Detects deflection patterns where management avoids specific topics. Provides cross-company trend frequency analysis with quarter-over-quarter change tracking.","key_features":"- Analyst Question Themes: Fodda-style thematic trends from analyst Q&A (e.g. \"Bypassing tariffs with technology\")\n- Analyst Concerns: Underlying risks analysts are probing (e.g. \"Margin erosion from tariff pass-through uncertainty\")\n- Management Response Themes: How executives frame answers, with respondent role tracking (CEO vs CFO)\n- Deflection Detection: Identifies when management dodges specific analyst questions\n- Cross-Company Frequency: Track how concerns trend across 47+ retail earnings calls per quarter\n- QoQ Trend Analysis: Compare analyst preoccupations quarter-over-quarter\n- Cross-Graph Validation: Links analyst themes to PSFK consumer trends","by_the_numbers":"- 3,916+ earnings evidence nodes materialized\n- Three thematic trend streams (analyst questions, concerns, management responses)\n- Deflection detection across all Q&A exchanges\n- Consumer-facing companies: retail, fashion, beauty, food & beverage, consumer electronics","for_teams_like":"- Consumer-sector analysts at hedge funds and PE firms\n- Brand strategy teams at publicly traded companies\n- Management consultancies (McKinsey, BCG, Bain)\n- Trade press and financial journalists\n- Investor relations teams","how_to_access":"","what_contains":"","agent_prompt":null,"skill_phase":null,"skill_tool_name":null,"report_analysis":null,"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"mckinsey-global-farmer-insights-outlook","name":"McKinsey Global Farmer Insights Outlook","description":"Farmers are becoming more selective in spending, relying on advisers, and adopting AI amid economic pressures.","curator":"David Fiocco","curator_url":"https://www.mckinsey.com/industries/agriculture/our-insights/global-farmer-insights#/","domain":"Agriculture","version":"2026-Q2","graph_type":"industry report","graph_sub_type":null,"verticals":[],"topics":["retail","technology","culture"],"trend_count":7,"evidence_count":22,"last_synced":"2026-09-14T14:04:39.752Z","status":"live","deprecated":false,"last_updated":"2026-09-14","published_date":"2026-09-01","webpage_url":"https://www.fodda.ai/graphs/mckinsey-global-farmer-insights-outlook","is_playground":false,"headline":"Farmers are becoming more selective in spending, relying on advisers, and adopting AI amid economic pressures.","subhead":"","geography":"","company":"McKinsey & Company","available_as":"","icon_url":"","portrait_url":"","source_url":"","example_queries":["What is Farmers Proceeding with Caution?","How is Farmers Proceeding with Caution evolving?","What is GEN AI Moving Quickly to Support Day-To-Day Decisions?","How is GEN AI Moving Quickly to Support Day-To-Day Decisions evolving?","What is Agtech Adoption Is Local?","How is Agtech Adoption Is Local evolving?"],"price_per_query":null,"what_it_does":"A structured way to understand Agriculture, curated by David Fiocco. Covers trends like Farmers Proceeding with Caution, GEN AI Moving Quickly to Support Day-To-Day Decisions, Agtech Adoption Is Local.","key_features":"7 trends across culture, retail, technology, backed by 22 real-world examples.","by_the_numbers":"7 trends, 22 evidence items","for_teams_like":"Cultural strategy, brand purpose, and insights teams. Retail strategy, merchandising, CX teams. Technology strategy, R&D, and innovation teams","how_to_access":"Available via MCP, API, and Chat. Use graph ID: mckinsey-global-farmer-insights-outlook","what_contains":"Trend, Article connected by USES_TECHNOLOGY, IN_INDUSTRY, IN_SECTOR, EVIDENCE_FOR, CONTAINS_TREND, CONTAINS_ARTICLE\n","agent_prompt":null,"skill_phase":null,"skill_tool_name":null,"report_analysis":{"thesis":"Facing acute economic and geopolitical pressures, farmers are strategically prioritizing cash preservation, increasingly relying on digital channels and trusted advisors for purchasing decisions, and rapidly adopting generative AI and biologicals to optimize operations and manage risk.","core_tension":"Farmers are caught between immediate economic pressures demanding cash preservation and a rapidly evolving technological landscape (Generative AI, digital channels) that promises efficiency but also requires investment and a shift in traditional trusted relationships. This creates a strategic dilemma for both farmers and the ag-industry on where to invest scarce resources and attention.","why_it_matters":"This analysis reveals a critical pivot point for the agricultural sector, indicating that input suppliers, agtech companies, and advisors must adapt to a more discerning, digitally-enabled farmer. Understanding these shifts is crucial for developing relevant products, optimizing sales channels, and positioning for long-term growth in a market valuing efficiency, sustainability, and data-driven decision-making.","sharpest_signal":"GEN AI Moving Quickly to Support Day-To-Day Decisions","best_evidence":["Seventeen percent of farmers currently use generative AI for farm-related tasks, with 4 percent paying for solutions; in the United States, this rises to 11 percent adopting paid solutions, matching variable-rate technology adoption within five years of its launch.","The preference for online channels for comparing purchase options among suppliers increased significantly, with 36 percent of farmers now citing them as their preferred source, marking a 14 percentage point increase."],"discriminative_summary":"This graph is uniquely valuable for understanding the immediate shifts in farmer spending intent, purchasing journey, and technology adoption, particularly Gen AI and biologicals, under current global economic and geopolitical turbulence.","matched_human_twin_slug":"tbwa-australia-creative-ai-national-infrastructure-insights","expert_stance_quote":"The rapid adoption of generative AI in agriculture, especially paid solutions for daily tasks, isn't just a convenience; it's the nascent stage of a critical creative infrastructure for food sovereignty. Farmers are making strategic investments, and it's imperative that these tools empower local judgment and innovation, rather than fostering dependency on external platforms. This isn't about replacing human expertise, but augmenting it to navigate increasingly complex economic and environmental landscapes, preserving our cultural and agricultural independence.","cross_graph_signals":[{"graph_id":"joanna-haugen-travel-trends","signal_type":"validates","connection_summary":"Chef Domingo Schingaro's quote on plant-based cuisine reflecting commitment to environment and biodiversity validates the increasing traction of biological products due to their environmental benefits.","source_case_study":"Due Camini"},{"graph_id":"wef-sustainability","signal_type":"validates","connection_summary":"The decline in US Agriculture exports to China by 50% due to China shifting to Latin American oil directly validates the 'Survey Coincided with Major Geopolitical and Climatic Disruptions' and farmers' need to 'Preserving Cash Is a Priority'."},{"graph_id":"wef-sustainability","signal_type":"validates","connection_summary":"The U.S. government's choice to eliminate ILUC for pro-farmer support incentivizing no-till and cover crops validates the growing focus on sustainable practices and aligns with the increased adoption of biologicals due to their performance and environmental benefits."}]},"core_tension":"Farmers are caught between immediate economic pressures demanding cash preservation and a rapidly evolving technological landscape (Generative AI, digital channels) that promises efficiency but also requires investment and a shift in traditional trusted relationships. This creates a strategic dilemma for both farmers and the ag-industry on where to invest scarce resources and attention.","matched_human_twin_slug":"tbwa-australia-creative-ai-national-infrastructure-insights","expert_stance_quote":"The rapid adoption of generative AI in agriculture, especially paid solutions for daily tasks, isn't just a convenience; it's the nascent stage of a critical creative infrastructure for food sovereignty. Farmers are making strategic investments, and it's imperative that these tools empower local judgment and innovation, rather than fostering dependency on external platforms. This isn't about replacing human expertise, but augmenting it to navigate increasingly complex economic and environmental landscapes, preserving our cultural and agricultural independence.","cross_graph_signals":[{"graph_id":"joanna-haugen-travel-trends","signal_type":"validates","connection_summary":"Chef Domingo Schingaro's quote on plant-based cuisine reflecting commitment to environment and biodiversity validates the increasing traction of biological products due to their environmental benefits.","source_case_study":"Due Camini"},{"graph_id":"wef-sustainability","signal_type":"validates","connection_summary":"The decline in US Agriculture exports to China by 50% due to China shifting to Latin American oil directly validates the 'Survey Coincided with Major Geopolitical and Climatic Disruptions' and farmers' need to 'Preserving Cash Is a Priority'."},{"graph_id":"wef-sustainability","signal_type":"validates","connection_summary":"The U.S. government's choice to eliminate ILUC for pro-farmer support incentivizing no-till and cover crops validates the growing focus on sustainable practices and aligns with the increased adoption of biologicals due to their performance and environmental benefits."}]},{"graph_id":"dhl-retail","name":"DHL Retail Graph","description":"Fodda's analysis of global logistics and e-commerce evolution patterns.","curator":"DHL","curator_url":"","domain":"Retail & Logistics","version":"2026-Q1","graph_type":"industry report","graph_sub_type":"Industry Report","verticals":["Retail"],"topics":["retail","sustainability","technology"],"trend_count":28,"evidence_count":27,"last_synced":"2026-04-28T04:18:34.163Z","status":"live","deprecated":false,"last_updated":"2026-04-28","published_date":"2026-04-13","webpage_url":"https://www.fodda.ai/graphs/dhl","is_playground":false,"headline":"Fodda's analysis of global logistics and e-commerce evolution patterns.","subhead":"","geography":["Global"],"company":"DHL","available_as":"","icon_url":"","portrait_url":"https://api.fodda.ai/v1/images/proxy?url=https%3A%2F%2Fv5.airtableusercontent.com%2Fv3%2Fu%2F57%2F57%2F1789646400000%2FVLGQoJ507yVgAAdyuL6Zrg%2FNvUdQ2NJWMeSv6BxK_Tf09B7EhSQu9oj7ruORJBD8otaILi7nRmlKwDRgHrGhvSe69tOb6pUTAQWeb3fMTJEf1FhjSUrx-oK87Xut0-UkGVz1xAuqNI0zJ3tpI89EI4dTBnFmy8jR6iOOV6AfX7XxQ%2F3BgzqMPJl1K3-97q5k2XcqoahniH5TjvXtZItH0VeiQ","source_url":"","example_queries":[],"price_per_query":null,"what_it_does":"A living knowledge graph of DHL's e-commerce and logistics research.\n\nSources analyzed: E-Commerce Trends 2026.","key_features":"E-commerce trends, logistics innovation, supply chain strategy.","by_the_numbers":"28 trends, 27 evidence items","for_teams_like":"Retail strategy, merchandising, CX teams.","how_to_access":"Available via MCP, API, and Chat. Use graph ID: dhl-retail","what_contains":"Trend, Article connected by USES_TECHNOLOGY, IN_INDUSTRY, IN_SECTOR, SEMANTICALLY_SIMILAR, EVIDENCE_FOR, CONTAINS_TREND, CONTAINS\\_ARTICLE\n","agent_prompt":"CRITICAL: Use this graph for insights into global e-commerce trends, focusing on logistics, sustainability, and international trade to inform strategic decisions for online retail and supply chain management.","skill_phase":null,"skill_tool_name":null,"report_analysis":{"thesis":"E-commerce success hinges on strategically integrating logistics as a core sales driver, embracing sustainability, and adapting to AI-powered shopper behaviors to overcome cart abandonment and capture global market share.","why_it_matters":"Leaders must shift perception of logistics from a cost center to a critical revenue enabler and customer retention tool. Failure to optimize delivery costs, speed, returns, and sustainable options directly leads to lost sales, while neglecting the growing influence of AI and cross-border opportunities risks competitive disadvantage among digital-native consumers.","sharpest_signal":"Logistics is the critical determinant of sales conversion and customer retention, frequently overlooked as a primary driver of cart abandonment.","best_evidence":["Cart abandonment is largely driven by delivery costs, speed, and returns friction, often at the final checkout stage, highlighting a disconnect between shopper pain points and business perceptions.","A strong logistics offering with free deliveries and returns can secure sales and keep buyers coming back."],"discriminative_summary":"This graph uniquely demonstrates the direct, quantifiable impact of logistics on e-commerce sales conversion and customer loyalty, contextualized with global shopper trends in sustainability, AI adoption, and cross-border marketplace growth."},"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"sic","name":"Ben Dietz SIC Graph","description":"Youth culture, social platforms, and brand strategy. Covers streetwear, media, and cultural movements.","curator":"Ben Dietz","curator_url":"https://bendeitz.substack.com","domain":"Culture & Media","version":"2026-Q1","graph_type":"expert","graph_sub_type":"Digital Twin","verticals":["Marketing","Retail"],"topics":["youth culture","brand strategy","social media","digital commerce","community building"],"trend_count":97,"evidence_count":421,"last_synced":"2026-09-08T22:35:04.358Z","status":"live","deprecated":false,"last_updated":"2026-07-02","published_date":"2026-07-02","webpage_url":"https://www.fodda.ai/graphs/sic","is_playground":false,"headline":"Youth culture, social platforms, and brand strategy. Covers streetwear, media, and cultural movements.","subhead":"Curated by Ben Dietz, this beta intelligence graph helps users understand how culture, media, brands, and platforms are shifting in real time, focusing on cultural signals moving from margins to mainstream.","geography":["Global"],"company":"[SIC] Weekly","available_as":"","icon_url":"https://www.fodda.ai/#/graphs/sic","portrait_url":"https://api.fodda.ai/v1/images/proxy?url=https%3A%2F%2Fv5.airtableusercontent.com%2Fv3%2Fu%2F57%2F57%2F1789646400000%2FUvVjCqN-IFKj_oAxJ8xJQA%2FHtgyvi7yLm-n1JJ_bQ4iUROlhCYNTfBFHIFJ3LdNMIjHXxtdTQCbKUQdVj0kif2syVnMylbdPgiiSbsom1GcFP7QJ-DwqHt6rtRN_GKvug7hm_ooASBPQa9Ra3paM2aOBvh5e7DhqVSTaxYYvlnUww%2Flq33v528DsfPYB_ILRuzBdBmUyKi1AbXPHCDNv5VHOI","source_url":"https://bendeitz.substack.com","example_queries":["What is AI Graduates From Tool to Strategic Partner?","How is AI Graduates From Tool to Strategic Partner evolving?","What is The Snackification of Entertainment and Commerce?","How is The Snackification of Entertainment and Commerce evolving?","What is The Great De-Risking of Generative AI?","How is The Great De-Risking of Generative AI evolving?"],"price_per_query":null,"what_it_does":"This graph analyzes the intersection of youth culture, social media, and brand strategy. It identifies and explains emerging cultural movements, digital behaviors, and aesthetic trends, offering strategic guidance for brands on how to navigate the rapidly changing landscape of consumer attention and engagement. It covers topics from the impact of short-form video on commerce to the rise of niche online communities and the evolution of social gatherings.","key_features":"- Tracks the influence of Niche aesthetics and subcultures on mainstream trends.\n- Analyzes the fusion of entertainment, social media, and E-commerce.\n- Identifies shifts in social interaction, both online and in-person, and the implications for community-building.","by_the_numbers":"26 trends, 1037 evidence items, 1 cards","for_teams_like":"- Brand Strategy\n- Marketing and Advertising\n- Innovation and Product Development\n- Consumer Insights","how_to_access":"- Human User to Fodda Agent Via Chat — explore the graph conversationally\n- Agent User to Fodda Agent via API — request structured context for your AI tools\n","what_contains":"- Curated cultural + creative links\n- Early markers of emerging behaviors\n- Patterns across media, tech, fashion, culture\n\n","agent_prompt":"CRITICAL: Use this graph for developing brand strategies that resonate with youth culture. It provides insights into how digital platforms, niche communities, and new media formats are shaping consumer behavior and cultural trends. Access it for planning marketing campaigns, product innovation, and community engagement, especially for brands targeting Gen Z and Gen Alpha.","skill_phase":null,"skill_tool_name":null,"report_analysis":{"thesis":"The rapid evolution of AI is fundamentally re-architecting the creator economy, enabling individuals to monetize their digital identities as products while challenging traditional media and prompting strategic, risk-aware adoption.","why_it_matters":"Businesses must adapt to the rise of individual creators as direct competitors or partners, explore new models for AI-driven monetization and audience engagement, and proactively manage the legal and ethical risks associated with pervasive AI. Understanding these shifts is crucial for developing resilient business strategies and maintaining relevance in a rapidly evolving digital landscape.","sharpest_signal":"Creators Are Becoming The Product","best_evidence":["Unnamed company launches AI Twin rental service for users","81% of designers believed AI dulled creativity (Designers, UK creative professionals)"],"discriminative_summary":"This graph uniquely highlights the dual impact of AI on human creativity and the emerging creator economy, particularly through the lens of identity monetization and the challenges to traditional media."},"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"boe_uk","name":"UK Monetary Indicators","description":"Official economic indicators, monetary policy, and statistical releases from Bank of England (BoE).","curator":"Bank of England (BoE)","curator_url":"https://www.bankofengland.co.uk/","domain":"","version":"2026-Q1","graph_type":"supplemental","graph_sub_type":"Economic Indicators","verticals":["All Verticals"],"topics":["economics","finance","macroeconomics","international","policy"],"trend_count":0,"evidence_count":0,"last_synced":null,"status":"live","deprecated":false,"last_updated":null,"published_date":null,"webpage_url":null,"is_playground":false,"headline":"Official economic indicators, monetary policy, and statistical releases from Bank of England (BoE).","subhead":"","geography":["United Kingdom"],"company":"Bank of England (BoE)","available_as":"","icon_url":"","portrait_url":"","source_url":"https://www.bankofengland.co.uk/","example_queries":[],"price_per_query":null,"what_it_does":"Provides UK monetary and FX indicators from the Bank of England: Bank Rate, SONIA, mortgage rates, GBP/USD and GBP/EUR rates, and M4 money supply.","key_features":"Bank Rate, SONIA, mortgage rates, GBP/USD and GBP/EUR rates, and M4 money supply.","by_the_numbers":"Daily UK rates and FX covering Bank Rate, SONIA, mortgage rates, GBP/USD and GBP/EUR rates, and M4 money supply.","for_teams_like":"Finance, economic research, and risk teams.","how_to_access":"","what_contains":"","agent_prompt":null,"skill_phase":null,"skill_tool_name":null,"report_analysis":null,"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"amazon-trustworthy-shopping-graph","name":"Amazon Trustworthy Shopping Graph","description":"Amazon's strategies to maintain a trustworthy shopping environment, including proactive controls, innovation, and accountability.","curator":"Rohan Oommen, Kebharu Smith, Keri Cusick, Kenichi Miura","curator_url":"","domain":"E-Commerce","version":"2026-Q2","graph_type":"industry report","graph_sub_type":"Industry Report","verticals":["Retail","Sports","Advertising","Marketing","Tech"],"topics":["retail","sport","advertising","technology"],"trend_count":0,"evidence_count":0,"last_synced":null,"status":"coming_soon","deprecated":false,"last_updated":"2026-05-04","published_date":"2026-04-01","webpage_url":"https://www.fodda.ai/graphs/amazon-trustworthy-shopping-graph","is_playground":false,"headline":"Amazon's strategies to maintain a trustworthy shopping environment, including proactive controls, innovation, and accountability.","subhead":"","geography":["Global"],"company":"Amazon","available_as":"","icon_url":"","portrait_url":"https://api.fodda.ai/v1/images/proxy?url=https%3A%2F%2Fv5.airtableusercontent.com%2Fv3%2Fu%2F57%2F57%2F1789646400000%2FMaPNqm-bzTuV5irsEKFH7Q%2FVm3MLWO_eIr5AjVnmm4NxyaXJEy9gpFQfYnrsYQYc9pHk3yzQXxXesZtQYtLJ9QXItz6QRCpIteTh8cLfjxIXQQfcitaN2r-cjAFOvTP7Xuo94D4JyaxJXB677F_19nSBGDeG0uKM72p-xh1L4zYlg%2FzUyqv_jn50B9aiGVOqthaHmbyLUQftHdOI851lWC9H4","source_url":"","example_queries":[],"price_per_query":null,"what_it_does":"A living knowledge graph of Amazon's approach to maintaining a trustworthy shopping environment.\n\nSources analyzed: Amazon Trustworthy Shopping Graph.","key_features":"E-commerce trust and safety, proactive controls, counterfeit prevention, accountability.","by_the_numbers":"","for_teams_like":"E-commerce, trust and safety, and marketplace operations teams.","how_to_access":"Available via MCP, API, and Chat. Use graph ID: amazon-trustworthy-shopping-graph","what_contains":"","agent_prompt":null,"skill_phase":null,"skill_tool_name":null,"report_analysis":{"thesis":"Amazon is strategically investing in a comprehensive, AI-driven ecosystem of proactive controls, consumer education, and accountability to establish and maintain a trustworthy shopping environment against evolving threats.","why_it_matters":"This sustained investment reinforces customer trust and brand loyalty, crucial for long-term growth in competitive e-commerce markets. Leaders should recognize that advanced technology and collaborative enforcement are essential for protecting both consumers and platform integrity, directly impacting market share and regulatory standing.","sharpest_signal":"Innovative Tools and Technology","best_evidence":["Amazon's proactive controls were able to block over 99.9% of potentially infringing listings before brand owners had to find and report them.","In 2025, Amazon introduced SENTRIX, an AI technology to identify and remove malicious websites faster, addressing challenges with advanced visual deception tactics."],"discriminative_summary":"This graph uniquely details Amazon's multi-layered, technology-driven strategy for securing its e-commerce platform against fraud, counterfeits, and safety risks, emphasizing proactive measures and AI innovation."},"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"fred_economic","name":"FRED Economic Indicators","description":"Key US economic indicators from the Federal Reserve: consumer sentiment, retail sales, CPI, personal consumption, unemployment, federal funds rate, and more. Aggregates data from 100+ government sources.","curator":"Federal Reserve Bank of St. Louis","curator_url":"https://fred.stlouisfed.org/","domain":"Economic Data","version":"2026-Q1","graph_type":"supplemental","graph_sub_type":"Economic Indicators","verticals":["Retail","Culture","Advertising","Marketing","Tech","Financial Services","All Verticals"],"topics":["economics","finance","macroeconomics","sentiment","monetary policy"],"trend_count":0,"evidence_count":0,"last_synced":null,"status":"live","deprecated":false,"last_updated":"2026-04-04","published_date":"2025-01-01","webpage_url":"https://www.fodda.ai/graphs/fred-economic","is_playground":false,"headline":"Key US economic indicators from the Federal Reserve: consumer sentiment, retail sales, CPI, personal consumption, unemployment, federal funds rate, and more. Aggregates data from 100+ government sources.","subhead":"","geography":["United States"],"company":"Federal Reserve (FRED)","available_as":"","icon_url":"","portrait_url":"https://api.fodda.ai/v1/images/proxy?url=https%3A%2F%2Fv5.airtableusercontent.com%2Fv3%2Fu%2F57%2F57%2F1789646400000%2FwtID2nXXhusznHqzQDzy9w%2FAdMZNvlBamMERxqK9-bov4gCmcFkX-IqbyxDSNLQrWNrlxx8rwUeOVXcT4PBPfEmyHpAdWwL6eiJlGq749jPJ07Ctswx_OjqCkgvlFmXcpozn1CkoeGy2GLdlWpvmNDQA-LlzGBlZvaB5uArzPup5Q%2FzBUnhT02jMvpda-1tRkp1MnaYaidik8v_ITo9QOmtso","source_url":"https://fred.stlouisfed.org/","example_queries":[],"price_per_query":null,"what_it_does":"Provides access to 14 key economic indicators from the Federal Reserve Bank of St. Louis (FRED), offering a real-time pulse on the US economy. It covers crucial metrics like inflation (CPI), unemployment, consumer sentiment, retail sales, and interest rates.","key_features":"- Tracks the University of Michigan's Consumer Sentiment Index.\n- Monitors the Consumer Price Index (CPI) to measure inflation.\n- Provides the latest national unemployment rate.\n- Includes data on monthly retail sales volume.\n- Tracks key federal interest rates.","by_the_numbers":"- 14 key economic indicators\n- Data curated by the Federal Reserve Bank of St. Louis\n- Covers metrics like CPI, unemployment, and interest rates","for_teams_like":"- Financial analysts\n- economic Researchers\n- Investment Strategists\n- Corporate planners\n- Journalists","how_to_access":"","what_contains":"","agent_prompt":"CRITICAL: Use this graph for real-time analysis of key US economic indicators. 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To capture market share and maintain luxury appeal, businesses must innovate in product development, embrace co-creation, and emphasize authentic craftsmanship over mass appeal.","sharpest_signal":"The profound shift towards personalized fragrance experiences and the emphasis on uniqueness in consumer choice.","best_evidence":["A 2025 study revealed that 51% of consumers consider uniqueness the most important factor when selecting a fragrance.","The 'mini perfume' trend is projected to see 78.4% growth by 2026, with search interest rising 123% in 2025, enabling multi-scent experimentation."],"discriminative_summary":"This graph offers a forward-looking analysis of the fragrance industry, distinctively highlighting the transition to personal identity expression, co-creation, and diverse format adoption driven by consumer shifts to 2026."},"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"cbre-dutch-shopping-streets-resilience","name":"CBRE Dutch Shopping Streets Resilience","description":"Dutch prime shopping streets demonstrate resilience amid consumer shifts, stabilized rents, and retailers regaining confidence.","curator":"Sam Elders","curator_url":"","domain":"Retail","version":"2026-Q2","graph_type":"industry report","graph_sub_type":"Industry Report","verticals":["Retail","Culture","Travel"],"topics":["retail","culture","travel"],"trend_count":0,"evidence_count":0,"last_synced":null,"status":"coming_soon","deprecated":false,"last_updated":"2026-05-13","published_date":"2025-12-11","webpage_url":"https://www.fodda.ai/graphs/cbre-dutch-shopping-streets-resilience","is_playground":false,"headline":"Dutch prime shopping streets demonstrate resilience amid consumer shifts, stabilized rents, and retailers regaining confidence.","subhead":"","geography":["Netherlands"],"company":"CBRE","available_as":"","icon_url":"","portrait_url":"https://api.fodda.ai/v1/images/proxy?url=https%3A%2F%2Fv5.airtableusercontent.com%2Fv3%2Fu%2F57%2F57%2F1789646400000%2FLjvVTBGVS8N_0ZKOCowLYA%2FoDO6W4abGTPa4dILjZIThizNN4pZRUvM4aoa5iUm80rEQgLSDiE739yoYIFR7gHDRbyqr13I1L1jCkMy5aY_srH4T9KI0znJH4cKlZxgr0Op3FMm3s4OFbY1D2aEgV5_hEDJIjTe5ChwW3oSIe5AWw%2FC4gMiGQYHinUVeRfKAa0eraEYmLN_UNscnSsM8vGZ-k","source_url":"","example_queries":[],"price_per_query":null,"what_it_does":"A living knowledge graph of CBRE's research on the resilience of Dutch prime shopping streets.\n\nSources analyzed: CBRE Dutch Shopping Streets Resilience.","key_features":"Retail real estate, prime shopping streets, rent stabilization, retailer confidence.","by_the_numbers":"","for_teams_like":"Retail real estate, leasing strategy, and store portfolio teams.","how_to_access":"Available via MCP, API, and Chat. 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Business leaders should capitalize on renewed retailer confidence and the shift towards mixed-use concepts to drive investment, secure premium tenants, and foster sustainable growth in key urban retail corridors.","sharpest_signal":"The resurgence of key money practices, indicating robust retailer confidence and intense competition for limited prime retail space.","best_evidence":["Retailers are becoming more confident, resulting in the return of key money practices due to limited availability and sustained demand, with parties in some instances offering amounts that exceed the base rent.","Dutch prime shopping streets are demonstrating resilience as vacancy levels are considered healthy at 4.3% and rental prices are stabilizing after decreasing in prior years."],"discriminative_summary":"This graph offers a granular and current assessment of the strategic resilience and adaptive evolution within Dutch prime shopping streets, providing critical insights into rental dynamics and retailer sentiment unique to this specific market."},"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"fashion","name":"PSFK Fashion Trends","description":"Apparel, collectibles, and brand collaboration. Where sports heritage, IP licensing, and pop-up retail meet the fashion category.","curator":"PSFK","curator_url":"https://www.psfk.com","domain":"Fashion & Apparel","version":"2026-Q1","graph_type":"domain","graph_sub_type":null,"verticals":["Fashion","Retail","Sustainability","Marketing"],"topics":["fashion","retail","sustainability","streetwear","marketing","consumer trends"],"trend_count":58,"evidence_count":738,"last_synced":"2026-09-14T01:29:14.968Z","status":"live","deprecated":false,"last_updated":"2026-07-02","published_date":"2026-07-02","webpage_url":"https://www.fodda.ai/graphs/fashion","is_playground":false,"headline":"Apparel, collectibles, and brand collaboration. Where sports heritage, IP licensing, and pop-up retail meet the fashion category.","subhead":"","geography":["Global"],"company":"PSFK","available_as":"","icon_url":"","portrait_url":"https://api.fodda.ai/v1/images/proxy?url=https%3A%2F%2Fv5.airtableusercontent.com%2Fv3%2Fu%2F57%2F57%2F1789646400000%2FO16cefNK0J8Zz5hgP-dfHQ%2FSLuHslRh1QIY-J6l5QuF4H8VNdiotT848K3Ta5JkQPoUtNYiZQkt18Iv1pt_L6HmmJOZhew8gTXNjoZQlfjJhJHwYEX5uCGwqNsRIJO90M9ghZhaTF2MLsy_memQplqYGt9AO9vK3tUQaJVUtaOFwQ%2FT0h7s7vrhqfEubGciK7Wz7n-C9Qs2dWmnK0WsdPtrTU","source_url":"","example_queries":[],"price_per_query":null,"what_it_does":"This graph tracks the parts of fashion that intersect with brand collaboration and retail innovation. It covers the reissue of sports heritage as streetwear capsules, IP-linked limited-run accessories sold as collectibles, and the use of trial pop-ups to give consumers hands-on product experience. Coverage of dedicated luxury, runway, and materials innovation is currently lighter than the other PSFK graphs and is being expanded.","key_features":"- Tracks the fusion of heritage and streetwear through limited-edition capsules.\n- Monitors the Rise of sustainable and upcycled materials in Product design.\n- Analyzes How direct-to-Consumer (DTC) brands are using physical Retail and store design as a Brand expression.\n- Highlights the importance of Brand collaborations and co-branded content.\n- Explores the impact of personalization and on-demand production in apparel.","by_the_numbers":"- Heritage Teamwear Reissued as Streetwear Capsules carries 5 evidence items from Nike, Kappa, PUMA, Salomon, and others.\n- IP-Linked Limited-Run Accessories as Collectibles tracks 15 case studies including PlayStation, Mattel, Polly Pocket, and Anicorn.\n- Connects to brand strategy across Fashion & Apparel, Sports & Fitness, and Retail.","for_teams_like":"- Brand Strategy & Marketing\n- Retail Innovation & design\n- Product Development & Merchandising\n- Sustainability & materials Sourcing\n- Consumer Insights & trend Forecasting","how_to_access":"","what_contains":"","agent_prompt":"CRITICAL: Use this graph for insights on fashion marketing, retail strategy, and sustainable innovation. It connects apparel trends to broader consumer behavior, making it ideal for brand strategists, marketers, and retail designers.","skill_phase":null,"skill_tool_name":null,"report_analysis":{"thesis":"The fashion industry is strategically converging apparel, collectibles, and IP licensing with sports heritage and pop-up retail to redefine consumer engagement and market value.","why_it_matters":"This convergence signals a critical shift in how fashion brands must approach product development, marketing, and distribution, moving beyond traditional models. Leaders need to understand these interwoven trends to unlock new revenue streams, cultivate deeper consumer loyalty, and stay competitive in a rapidly evolving market defined by cultural relevance and experiential retail.","sharpest_signal":"The strategic convergence of brand collaboration, IP licensing, and experiential retail, anchored by sports heritage, is reshaping the fashion and collectibles market.","best_evidence":["The explicit focus on apparel, collectibles, and brand collaboration as core elements of the evolving fashion category.","The identified intersection points of sports heritage, IP licensing, and pop-up retail within the fashion domain."],"discriminative_summary":"This graph provides a high-level strategic overview of the evolving fashion landscape, uniquely detailing the intersection of apparel, collectibles, brand collaborations, and innovative retail models."},"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"jose-enrique-rodo","name":"José Enrique Rodó","description":"Uruguayan philosopher, essayist, and voice of Modernismo diagnosing utilitarianism, aesthetic quality, democratic excellence, and cultural self-determination.","curator":"Public Domain Canon / Fodda Editorial","curator_url":"","domain":"Product Strategy & Philosophy of Craft","version":"2026-Q1","graph_type":"expert","graph_sub_type":"Classic Digital Twin","verticals":[],"topics":["philosophy of culture","critique of utilitarianism","aesthetic craft","leadership governance","localization strategy","otium & deep work"],"trend_count":5,"evidence_count":15,"last_synced":"2026-08-26T04:21:10.833Z","status":"live","deprecated":false,"last_updated":"2026-08-26","published_date":"2026-08-26","webpage_url":null,"is_playground":false,"headline":"Uruguayan philosopher, essayist, and voice of Modernismo diagnosing utilitarianism, aesthetic quality, democratic excellence, and cultural self-determination.","subhead":"","geography":"","company":"","available_as":"","icon_url":"","portrait_url":"","source_url":"","example_queries":["How does your allegory of Ariel vs. Caliban critique modern digital platforms that prioritize addictive engagement metrics over human spirit and craft?","Why did you warn against \"Nordomanía\" (the blind imitation of foreign market templates), and how does this govern international expansion and startup localization?","What does Ariel teach modern organizations about the dangers of hyper-specialization and the vital necessity of contemplative leisure (Otium)?","How can a democratic enterprise maintain rigorous meritocratic standards of excellence without degenerating into a tyranny of mediocrity?"],"price_per_query":null,"what_it_does":"","key_features":"","by_the_numbers":"5 trends, 15 evidence cards","for_teams_like":"","how_to_access":"Available via MCP, API, and Chat. 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This graph provides José Enrique Rodó's foundational 1900 philosophical frameworks from Ariel to diagnose organizational culture, executive leadership, and product quality.","skill_phase":null,"skill_tool_name":null,"report_analysis":null,"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"influencer-marketing-factory-brand-deals-report","name":"Influencer Marketing Factory Brand Deals Report","description":"This report uncovers inefficiencies in current influencer marketing strategies and highlights key trends for success in 2026.","curator":"Alessandro Bogliari","curator_url":"","domain":"Influencer Marketing","version":"2026-Q2","graph_type":"industry report","graph_sub_type":null,"verticals":[],"topics":["manufacturing","media","technology","advertising","culture"],"trend_count":7,"evidence_count":26,"last_synced":"2026-07-02T18:28:48.304Z","status":"live","deprecated":false,"last_updated":"2026-07-02","published_date":"2026-01-01","webpage_url":"https://www.fodda.ai/graphs/influencer-marketing-factory-brand-deals-report","is_playground":false,"headline":"This report uncovers inefficiencies in current influencer marketing strategies and highlights key trends for success in 2026.","subhead":"","geography":"","company":"The Influencer Marketing Factory","available_as":"","icon_url":"","portrait_url":"","source_url":"","example_queries":["What is Platform Playbook Overview?","How is Platform Playbook Overview evolving?","What is Influencer Relationship Depth?","How is Influencer Relationship Depth evolving?","What is Influencer Marketing Seasonality?","How is Influencer Marketing Seasonality evolving?"],"price_per_query":null,"what_it_does":"A structured way to understand Influencer Marketing, curated by ALESSANDRO BOGLIARI. 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Use graph ID: influencer-marketing-factory-brand-deals-report","what_contains":"Trend, Article connected by SEMANTICALLY_SIMILAR, USES_TECHNOLOGY, IN_INDUSTRY, IN_SECTOR, EVIDENCE_FOR, FEATURES_BRAND, CONTAINS_TREND, CONTAINS_ARTICLE\n","agent_prompt":null,"skill_phase":null,"skill_tool_name":null,"report_analysis":{"thesis":"Optimizing influencer marketing ROI requires a strategic shift from transactional, one-off collaborations to platform-specific relationship depth and consistent disclosure compliance.","why_it_matters":"Leaders must adapt their influencer marketing strategies to platform-specific nuances in seasonality, content type, and relationship dynamics to maximize campaign effectiveness and mitigate compliance risks. This data-driven approach directly impacts budget efficiency, long-term brand building, and consumer trust, moving beyond a one-size-fits-all model.","sharpest_signal":"The significant inefficiency of transactional influencer marketing and the strategic advantage of cultivating deeper, platform-optimized creator relationships.","best_evidence":["The CEO of The Influencer Marketing Factory, Alessandro Bogliari, highlights a significant inefficiency where 63% of US brand-influencer relationships are one-off.","YouTube stands out for relationship depth, with brand partnerships averaging 13.5 months and a 50.9% repeat rate, contrasting sharply with TikTok's average of 4.9 months."],"discriminative_summary":"This report uniquely provides a comprehensive, data-driven framework for optimizing influencer marketing through platform-specific strategy, relationship depth, seasonal planning, and disclosure compliance, leveraging insights from over 350 million creator profiles."},"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"pew-research-ai-use-views-2026","name":"Pew Research AI Use & Views 2026","description":"This report details how Americans are adopting and perceiving artificial intelligence, from chatbot usage to smart device integration and societal impact concerns.","curator":"Jeffrey Gottfried","curator_url":"https://www.pewresearch.org/internet/2026/06/17/americans-and-ai-2026-chatbots-smart-devices-and-views-on-impact/","domain":"Technology","version":"2026-Q2","graph_type":"industry report","graph_sub_type":null,"verticals":[],"topics":["culture","technology"],"trend_count":10,"evidence_count":22,"last_synced":"2026-06-27T00:44:26.436Z","status":"live","deprecated":false,"last_updated":"2026-06-27","published_date":"2026-06-17","webpage_url":"https://www.fodda.ai/graphs/pew-research-ai-use-views-2026","is_playground":false,"headline":"This report details how Americans are adopting and perceiving artificial intelligence, from chatbot usage to smart device integration and societal impact concerns.","subhead":"","geography":"","company":"Pew Research Center","available_as":"","icon_url":"","portrait_url":"","source_url":"","example_queries":["What is AI Impact Perceptions?","How is AI Impact Perceptions evolving?","What is AI Interaction Frequency?","How is AI Interaction Frequency evolving?","What is Gender Disparities in AI?","How is Gender Disparities in AI evolving?"],"price_per_query":null,"what_it_does":"A structured way to understand Technology, curated by Jeffrey Gottfried. Covers trends like AI Impact Perceptions, AI Interaction Frequency, Gender Disparities in AI.","key_features":"10 trends across culture, government, legal, technology, backed by 22 real-world examples.","by_the_numbers":"10 trends, 22 evidence items","for_teams_like":"Cultural strategy, brand purpose, and insights teams. Public sector strategy, civic innovation, and policy teams. Legal strategy, compliance, and regulatory affairs teams","how_to_access":"Available via MCP, API, and Chat. Use graph ID: pew-research-ai-use-views-2026","what_contains":"Trend, Article connected by USES_TECHNOLOGY, IN_INDUSTRY, IN_SECTOR, SEMANTICALLY_SIMILAR, TARGETS_AUDIENCE, EVIDENCE_FOR, FEATURES_BRAND, CONTAINS_TREND, CONTAINS\\_ARTICLE\n","agent_prompt":null,"skill_phase":null,"skill_tool_name":null,"report_analysis":{"thesis":"The mainstream adoption of AI tools, particularly chatbots and search summaries, among U.S. adults is rapidly accelerating, yet it is simultaneously met with significant and deepening public skepticism regarding AI's societal impact, data security, and the competence of government regulation.","why_it_matters":"Businesses developing and deploying AI must navigate this critical paradox: capitalize on growing user engagement while urgently addressing profound public distrust and ethical concerns. Strategic initiatives must prioritize transparency, user-centric security, and explainable AI to foster consumer confidence and pre-empt potential regulatory and reputational challenges. Understanding demographic variations in AI perception is also crucial for nuanced product development and communication strategies.","sharpest_signal":"Widespread Public Skepticism and Regulatory Distrust Persist Amidst Mainstream AI Adoption","best_evidence":["51% of U.S. adults now use AI chatbots, a substantial increase from 33% in summer 2024, with ChatGPT leading at 44% reach, and 60% read AI search engine summaries.","A strong majority of Americans (63%) say AI is advancing 'too fast,' 71% believe it will make their personal information less secure, and two-thirds (67%) express little to no confidence in the U.S. government's ability to effectively regulate AI."],"discriminative_summary":"This graph uniquely quantifies the specific adoption rates of AI tools like chatbots and search summaries among U.S. adults, alongside their deepening skepticism, security fears, and regulatory distrust, offering granular demographic insights into usage and perception."},"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"unilever-food-solutions-future-menus-trends","name":"Unilever Food Solutions Future Menus Trends","description":"This report unveils top foodservice trends for 2026, focusing on authenticity, value, and culinary innovation to help chefs thrive.","curator":"Unilever Food Solutions","curator_url":"https://www.ufs.com/uk/en-uk/inspiration/future-menus-4/","domain":"Food & Beverage","version":"2026-Q2","graph_type":"industry report","graph_sub_type":null,"verticals":[],"topics":["beauty","food","hospitality","technology","culture","design","sustainability"],"trend_count":17,"evidence_count":13,"last_synced":"2026-09-01T16:19:05.157Z","status":"live","deprecated":false,"last_updated":"2026-09-01","published_date":"2026-01-01","webpage_url":"https://www.fodda.ai/graphs/unilever-food-solutions-future-menus-trends","is_playground":false,"headline":"This report unveils top foodservice trends for 2026, focusing on authenticity, value, and culinary innovation to help chefs thrive.","subhead":"","geography":"","company":"Unilever Food Solutions","available_as":"","icon_url":"","portrait_url":"","source_url":"","example_queries":["What is Heritage Is Hypey?","How is Heritage Is Hypey evolving?","What is Chefs As Storytellers?","How is Chefs As Storytellers evolving?","What is The Rise of Ingredient Icons for Social-First Menus?","How is The Rise of Ingredient Icons for Social-First Menus evolving?"],"price_per_query":null,"what_it_does":"A structured way to understand Food & Beverage, curated by an expert. Covers trends like Heritage Is Hypey, Chefs As Storytellers, The Rise of Ingredient Icons for Social-First Menus.","key_features":"17 trends across beauty, culture, design, food, hospitality, sustainability, technology, backed by 13 real-world examples.","by_the_numbers":"17 trends, 13 evidence items","for_teams_like":"Beauty brand, product development, and trend teams. Cultural strategy, brand purpose, and insights teams. Design strategy, product design, and CX teams","how_to_access":"Available via MCP, API, and Chat. Use graph ID: unilever-food-solutions-future-menus-trends","what_contains":"Trend, Article connected by IN_INDUSTRY, IN_SECTOR, USES_TECHNOLOGY, TARGETS_AUDIENCE, EVIDENCE_FOR, FEATURES_BRAND, CONTAINS_TREND, CONTAINS_ARTICLE\n","agent_prompt":null,"skill_phase":null,"skill_tool_name":null,"report_analysis":{"thesis":"The future of foodservice is defined by a deep embrace of culinary authenticity and global heritage, driven by Gen Z's demand for value-driven, personalized experiences and supported by data-informed menu innovation.","why_it_matters":"Adapting menus to authentically blend global flavors and celebrate heritage ingredients, alongside leveraging data for optimization and personalized offerings, is critical for foodservice leaders to capture the discerning Gen Z market and ensure sustainable profitability.","sharpest_signal":"The powerful consumer demand for culinary authenticity and cultural identity, manifested through heritage ingredients and regional cuisines.","best_evidence":["Oaxacan, Andean, and Emirati Cuisines Boom as Diners Seek Authenticity, showcasing specific global regions gaining traction.","Gen-Z Focuses on Value, Creativity, and Personal Experiences in Foodservice, highlighting the demographic driving these preferences for real and unique dining experiences."],"discriminative_summary":"This graph uniquely synthesizes future foodservice trends, pinpointing the critical role of authentic global and heritage cuisines, data-driven personalization, and Gen Z's experiential demands in shaping profitable menu strategies."},"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"dol","name":"Labor & Safety Compliance Tracker","description":"U.S. Department of Labor enforcement cases, wage theft details, and OSHA safety violations for companies and brands.","curator":"U.S. Department of Labor 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This graph provides Josephine Baker's seminal 1906–1975 strategic frameworks derived from her published first-person memoirs and historical public record.","skill_phase":null,"skill_tool_name":null,"report_analysis":null,"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"bot_thailand","name":"Thai Economic Indicators","description":"Official economic indicators, monetary policy, and statistical releases from Bank of Thailand (BoT).","curator":"Bank of Thailand (BoT)","curator_url":"https://www.bot.or.th/","domain":"","version":"2026-Q1","graph_type":"supplemental","graph_sub_type":"Economic Indicators","verticals":["All Verticals"],"topics":["economics","finance","macroeconomics","international","policy"],"trend_count":0,"evidence_count":0,"last_synced":null,"status":"live","deprecated":false,"last_updated":null,"published_date":null,"webpage_url":null,"is_playground":false,"headline":"Official economic indicators, monetary policy, and statistical releases from Bank of Thailand (BoT).","subhead":"","geography":["Thailand"],"company":"Bank of Thailand (BoT)","available_as":"","icon_url":"","portrait_url":"","source_url":"https://www.bot.or.th/","example_queries":[],"price_per_query":null,"what_it_does":"Provides Thai monetary and FX indicators from the Bank of Thailand: THB/USD reference rate, policy rate, and monetary statistics.","key_features":"THB/USD reference rate, policy rate, and monetary statistics.","by_the_numbers":"Daily Thai rates and FX covering THB/USD reference rate, policy rate, and monetary statistics.","for_teams_like":"Finance, economic research, and risk teams.","how_to_access":"","what_contains":"","agent_prompt":null,"skill_phase":null,"skill_tool_name":null,"report_analysis":null,"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"census_retail","name":"US Census Retail Sales Indicators","description":"Monthly retail sales and economic indicators from the US Census Bureau's Advance Monthly Retail Trade Survey (MARTS). 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It includes detailed breakdowns by various retail sectors.","key_features":"- Monthly data on retail and food services sales.\n- Sector-specific breakdowns (e.g., motor vehicles, furniture, electronics, e-commerce).\n- Adjusted and unadjusted data to account for seasonal variations.\n- Historical data for longitudinal trend analysis.\n- Key economic indicators for assessing the health of the retail sector.","by_the_numbers":"- data Covers over a dozen major Retail sectors.\n- Includes data from thousands of Retail and Food service firms.\n- Provides Monthly time-series data going back several decades.","for_teams_like":"- economic Research\n- Market Analysis\n- Investment Strategy\n- Corporate planning\n- Retail Operations","how_to_access":"","what_contains":"","agent_prompt":"CRITICAL: Use this graph for analyzing and forecasting US retail sales trends, tracking economic indicators, and understanding consumer spending patterns across different sectors.","skill_phase":null,"skill_tool_name":null,"report_analysis":null,"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"psfk-professional-services","name":"PSFK Professional Services Graph","description":"Coming soon: PSFK's analysis of consulting, legal, and advisory service trends in the Professional Services sector","curator":"PSFK","curator_url":"https://www.psfk.com","domain":"Professional Services","version":"2026-Q3","graph_type":"domain","graph_sub_type":null,"verticals":[],"topics":["legal"],"trend_count":0,"evidence_count":0,"last_synced":null,"status":"coming_soon","deprecated":false,"last_updated":null,"published_date":null,"webpage_url":null,"is_playground":false,"headline":"Coming soon: PSFK's analysis of consulting, legal, and advisory service trends in the Professional Services sector","subhead":"","geography":["Global"],"company":"PSFK","available_as":"","icon_url":"","portrait_url":"https://api.fodda.ai/v1/images/proxy?url=https%3A%2F%2Fv5.airtableusercontent.com%2Fv3%2Fu%2F57%2F57%2F1789646400000%2FO16cefNK0J8Zz5hgP-dfHQ%2FSLuHslRh1QIY-J6l5QuF4H8VNdiotT848K3Ta5JkQPoUtNYiZQkt18Iv1pt_L6HmmJOZhew8gTXNjoZQlfjJhJHwYEX5uCGwqNsRIJO90M9ghZhaTF2MLsy_memQplqYGt9AO9vK3tUQaJVUtaOFwQ%2FT0h7s7vrhqfEubGciK7Wz7n-C9Qs2dWmnK0WsdPtrTU","source_url":"","example_queries":[],"price_per_query":null,"what_it_does":"","key_features":"","by_the_numbers":"","for_teams_like":"","how_to_access":"","what_contains":"","agent_prompt":null,"skill_phase":null,"skill_tool_name":null,"report_analysis":{"thesis":"The evolving legal and regulatory landscape, especially concerning digital platforms and emerging economies, creates a significant and growing demand for specialized professional services in compliance, risk management, and legal advisory.","why_it_matters":"Businesses and individuals operating in the digital sphere or alternative economies increasingly face new legal challenges, from data privacy to liability. Professional services firms must recognize these shifts to tailor offerings that address critical compliance gaps, mitigate emerging risks, and guide clients through complex regulatory environments, impacting their strategic positioning and growth.","sharpest_signal":"Increasing legal scrutiny and liability challenges are impacting digital platforms and creators, creating a clear need for expert compliance and legal services.","best_evidence":["Jury verdicts against Meta and YouTube are challenging Section 230 liability, establishing new legal precedents for tech companies.","Only 38% of creators express confidence in their tax/legal compliance skills, indicating a substantial market need for professional assistance."],"discriminative_summary":"This graph uniquely highlights the intersection of new legal liabilities in the digital economy and the associated professional service requirements for both corporate entities and independent creators."},"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"psfk-luxury","name":"PSFK Luxury Graph","description":"Coming soon: PSFK's analysis of premium goods, experiences, and brand positioning trends in the Luxury sector","curator":"PSFK","curator_url":"https://www.psfk.com","domain":"Luxury","version":"2026-Q3","graph_type":"domain","graph_sub_type":null,"verticals":[],"topics":["advertising","culture","fashion","retail","travel"],"trend_count":0,"evidence_count":0,"last_synced":null,"status":"coming_soon","deprecated":false,"last_updated":null,"published_date":null,"webpage_url":null,"is_playground":false,"headline":"Coming soon: PSFK's analysis of premium goods, experiences, and brand positioning trends in the Luxury sector","subhead":"","geography":["Global"],"company":"PSFK","available_as":"","icon_url":"","portrait_url":"https://api.fodda.ai/v1/images/proxy?url=https%3A%2F%2Fv5.airtableusercontent.com%2Fv3%2Fu%2F57%2F57%2F1789646400000%2FO16cefNK0J8Zz5hgP-dfHQ%2FSLuHslRh1QIY-J6l5QuF4H8VNdiotT848K3Ta5JkQPoUtNYiZQkt18Iv1pt_L6HmmJOZhew8gTXNjoZQlfjJhJHwYEX5uCGwqNsRIJO90M9ghZhaTF2MLsy_memQplqYGt9AO9vK3tUQaJVUtaOFwQ%2FT0h7s7vrhqfEubGciK7Wz7n-C9Qs2dWmnK0WsdPtrTU","source_url":"","example_queries":[],"price_per_query":null,"what_it_does":"","key_features":"","by_the_numbers":"","for_teams_like":"","how_to_access":"","what_contains":"","agent_prompt":null,"skill_phase":null,"skill_tool_name":null,"report_analysis":{"thesis":"Luxury brands are increasingly differentiating through authentic cultural storytelling, localized experiences, and strategic non-endemic advertising to resonate deeply with consumers.","why_it_matters":"Leaders in the luxury sector must recognize that traditional marketing is insufficient; fostering genuine local connections and creating unique, culturally resonant experiences are paramount for building brand loyalty and expanding reach. 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For executives, understanding this shift means prioritizing robust, scalable platforms and differentiated sub-brands to capture and retain market share.","sharpest_signal":"The preference among AI leaders to leverage existing technology stacks for advanced initiatives like autopilot solutions.","best_evidence":["77% of AI leaders stick to existing tech stack for autopilot initiatives: Among AI leaders, 77% maintain their existing technology stack when transitioning to autopilot AI solutions, indicating a preference for consistent ecosystems for scaled execution.","leading Chinese OEMs this year presented a highly structured brand architecture: sub-brands displayed in dedicated zones, each with a clearly articulated value proposition — youth and sport, rugged of"],"discriminative_summary":"This analysis offers a forward-looking lens on strategic priorities within the automotive and mobility sector, uniquely drawing insights from cross-industry patterns in brand architecture and technology adoption."},"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"apa-planning-trends-2026","name":"APA Planning Trends 2026","description":"This report explores trends shaping community development and urban planning, highlighting both urgent actions and long-term considerations for future resilience.","curator":"Petra Hurtado, PhD","curator_url":"https://www.linkedin.com/feed/update/urn:li:activity:7424435981782622209/?utm_source=substack&utm_medium=email","domain":"Urban Planning","version":"2026-Q2","graph_type":"industry report","graph_sub_type":"Industry Report","verticals":["Health","Tech"],"topics":["health","culture","technology","sustainability"],"trend_count":0,"evidence_count":0,"last_synced":null,"status":"coming_soon","deprecated":false,"last_updated":"2026-05-19","published_date":"2026-01-01","webpage_url":"https://www.fodda.ai/graphs/apa-planning-trends-2026","is_playground":false,"headline":"This report explores trends shaping community development and urban planning, highlighting both urgent actions and long-term considerations for future resilience.","subhead":"","geography":["United States"],"company":"American Planning Association","available_as":"","icon_url":"","portrait_url":"https://api.fodda.ai/v1/images/proxy?url=https%3A%2F%2Fv5.airtableusercontent.com%2Fv3%2Fu%2F57%2F57%2F1789646400000%2FzicHT3JkaPRLRWSIMvfp-w%2Fg8B6ybIO6k_jZ2oSEQdFC4gUg3mKVFG64Jcd8t_y8mhc8c5yCjH9yV0_HWoEUs5YQB77GBHqgAWHPq8dIK7DVlQnTtQNmifT7eMNlRSPduSMHjZopdmvsSuwDDd1N7RX0mWpuVLQtmVHBrpxy6pBCw%2FPw8GhSas6ZqxiuhQ5zHt1T-z-PSPVO7_Fiud8cTR6RY","source_url":"","example_queries":[],"price_per_query":null,"what_it_does":"A living knowledge graph of the American Planning Association's research on community development and urban planning.\n\nSources analyzed: APA Planning Trends 2026.","key_features":"Urban planning, community development, climate resilience, housing, public health.","by_the_numbers":"","for_teams_like":"Urban planning, public sector strategy, and real estate development teams.","how_to_access":"Available via MCP, API, and Chat. 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This requires rethinking product development for smart home tech, personalized interior solutions, and offerings that support spiritual and emotional health, while also catering to evolving family dynamics and a demand for authenticity.","sharpest_signal":"Celebrating Positive Masculinity","best_evidence":["Men enroll in alpha masculinity camps like RISE: Charles Bethea identifies an emerging pattern of men paying for programs that promise to cultivate ''alpha masculinity.''","Smart tech innovation expected to grow around chore management in the home: In 2026, expect to see greater smart tech innovation around chore management in the home. 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Use graph ID: greenhouse-retail","what_contains":"Trend, Article connected by IN_INDUSTRY, IN_SECTOR, TARGETS_AUDIENCE, FEATURES_BRAND, USES_TECHNOLOGY, CONTAINS_TREND, CONTAINS\\_ARTICLE\n","agent_prompt":"CRITICAL: Use this graph for insights into consumer behavior and trends within at-home and on-premise entertainment, focusing on brand experiences in the food and beverage sector.","skill_phase":null,"skill_tool_name":null,"report_analysis":{"thesis":"Brands must foster authentic human connections, leverage creative shareable experiences, and align with sustainability values to deeply engage consumers seeking escape, wellness, and community in both physical and digital realms.","why_it_matters":"In an increasingly fragmented and digitally saturated world, brands that prioritize genuine connection, offer tangible creative outlets, and demonstrate ethical practices will cultivate stronger loyalty and broader reach. 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Use graph ID: deloitte-tech-trends-2026","what_contains":"Trend, Article connected by USES_TECHNOLOGY, IN_INDUSTRY, IN_SECTOR, TARGETS_AUDIENCE, EVIDENCE_FOR, FEATURES_BRAND, CONTAINS_TREND, CONTAINS_ARTICLE\n","agent_prompt":"CRITICAL: Use this graph for strategic planning and analysis of upcoming technology trends, focusing on how to transition organizational AI initiatives from experimental phases to scalable, impactful business solutions.","skill_phase":null,"skill_tool_name":null,"report_analysis":{"thesis":"The pervasive advancement and integration of AI, demanding exponential computational power and driving the adoption of autonomous agents, is fundamentally reshaping technology investments, organizational structures, and strategic imperatives across industries.","why_it_matters":"Organizations must strategically pivot to AI-native architectures, allocate significant digital transformation budgets to AI automation, and develop sophisticated multi-agent systems to unlock exponential value. 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This graph provides Alain Locke's foundational 1925 cultural and philosophical frameworks from The New Negro to diagnose brand strategy, creative direction, and cultural economics.","skill_phase":null,"skill_tool_name":null,"report_analysis":null,"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"ridb_recreation","name":"Recreation.gov US Federal Recreation Data","description":"Federal recreation areas, campsites, permit facilities, and tour activities across US national parks, forests, and public lands.","curator":"US Federal Government (Recreation.gov)","curator_url":"https://www.recreation.gov","domain":"Geographic Data","version":"2026-Q1","graph_type":"supplemental","graph_sub_type":"Demand Signals","verticals":["Travel","Sports"],"topics":["travel","outdoor","sports","lifestyle","tourism","sustainability"],"trend_count":0,"evidence_count":0,"last_synced":null,"status":"live","deprecated":false,"last_updated":"2026-04-04","published_date":"2025-01-01","webpage_url":"https://www.fodda.ai/graphs/ridb-recreation","is_playground":false,"headline":"Federal recreation areas, campsites, permit facilities, and tour activities across US national parks, forests, and public lands.","subhead":"","geography":["United States"],"company":"Recreation.gov (US Federal Parks)","available_as":"","icon_url":"","portrait_url":"https://api.fodda.ai/v1/images/proxy?url=https%3A%2F%2Fv5.airtableusercontent.com%2Fv3%2Fu%2F57%2F57%2F1789646400000%2FUPU8UHr10hNxmauya9tWgw%2F7fxmHD8PF6PWeC0b55Hj228io5nEGD7e8Bj_Lp5mfAstqMT90-PmxsMZBWWKNMaVFX6WzroXHB7arT2DVQZMYq4KOwiRvtsN_VeEhJdy4Bljg0mKS2g5WB_FZhlxAZ0tMf_-gKmfA-L06afm1KWDZw%2FDCuXPxR4AVOgErGQ9uk78cMv-Vhnr3xRObLMML92R9Y","source_url":"https://ridb.recreation.gov/","example_queries":[],"price_per_query":null,"what_it_does":"This graph provides a comprehensive database of US federal recreation areas, facilities, and activities, sourced from Recreation.gov. It connects geographic locations with outdoor activities like hiking, camping, and fishing, offering detailed information on campsites, trails, and points of interest.","key_features":"- Contains detailed information on federal recreation facilities, including campgrounds, visitor centers, and boat ramps.\n- Maps recreational activities to specific locations across the United States.\n- Includes data on thousands of trails, detailing their length, difficulty, and permitted uses.\n- Provides geographic context for outdoor experiences on lands managed by various federal agencies.","by_the_numbers":"- Data covers over 4,200 recreation areas across the United States.\n- Includes information on more than 113,000 individual facilities, such as campsites and picnic areas.\n- Features hundreds of different recreational activities, from hiking and fishing to rock climbing and boating.","for_teams_like":"- Travel & tourism planners\n- outdoor & recreation brands\n- Government & public Land agencies\n- Conservation & environmental Groups","how_to_access":"","what_contains":"","agent_prompt":"CRITICAL: Use this graph for any questions about outdoor recreation on US federal lands. It can find campsites, trails, and activities at national parks, forests, and other federally-managed recreation areas.","skill_phase":null,"skill_tool_name":null,"report_analysis":null,"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"peak-usa-sportstech-report-2026-insights","name":"PEAK USA SportsTech Report: 2026 Insights","description":"This report outlines the top challenges, key insights, and structural trends shaping the future of USA SportsTech in 2026.","curator":"PEAK","curator_url":"","domain":"SportsTech","version":"2026-Q2","graph_type":"industry report","graph_sub_type":null,"verticals":[],"topics":["sport","technology","advertising","culture"],"trend_count":13,"evidence_count":68,"last_synced":"2026-07-06T20:42:37.983Z","status":"live","deprecated":false,"last_updated":"2026-07-06","published_date":"2026-01-01","webpage_url":"https://www.fodda.ai/graphs/peak-usa-sportstech-report-2026-insights","is_playground":false,"headline":"This report outlines the top challenges, key insights, and structural trends shaping the future of USA SportsTech in 2026.","subhead":"","geography":"","company":"PEAK","available_as":"","icon_url":"","portrait_url":"","source_url":"","example_queries":[],"price_per_query":null,"what_it_does":"","key_features":"","by_the_numbers":"","for_teams_like":"","how_to_access":"Available via MCP, API, and Chat. 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Use graph ID: mckinsey-instant-payments-transformation-outlook","what_contains":"","agent_prompt":null,"skill_phase":null,"skill_tool_name":null,"report_analysis":null,"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"common-ground-trail-trends","name":"Common-Ground Trail Trends","description":"Outdoor recreation and trail culture intelligence from Common-Ground.","curator":"Common Grounds","curator_url":"","domain":"Outdoor Recreation & Trail Culture","version":"2026-Q1","graph_type":"industry report","graph_sub_type":"Industry Report","verticals":["Gen Z","Sports"],"topics":["trail running","outdoor recreation","gen z","wellness","community","urban adaptation","sports culture"],"trend_count":8,"evidence_count":21,"last_synced":"2026-04-28T04:15:15.769Z","status":"live","deprecated":false,"last_updated":"2026-04-28","published_date":"2025-12-31","webpage_url":"https://www.fodda.ai/graphs/common-ground","is_playground":false,"headline":"Outdoor recreation and trail culture intelligence from Common-Ground.","subhead":"","geography":["Global"],"company":"Common Ground","available_as":"","icon_url":"","portrait_url":"https://api.fodda.ai/v1/images/proxy?url=https%3A%2F%2Fv5.airtableusercontent.com%2Fv3%2Fu%2F57%2F57%2F1789646400000%2Fot5m5HH73rxFi5bSzd47Ig%2FhgXVpp_jNDSTBf-Osi5vsB7MNBpkg2RrsATWAXHSHmDGITz-JAybB4JWGwURO_ruBiVIp1hS7ZScMNwnPiovnG70f_YdGdYa_utw-aAIiddHsyFd7zyMfjGSos2_gyn9hEUsSLYkZ5y7XPpl98Odmw%2FU_M0PrZaNup--bsY-v42mdbm28f4TZSaDIQc1HsGMzk","source_url":"","example_queries":[],"price_per_query":null,"what_it_does":"This graph provides intelligence on the cultural shifts within trail running. It explores how the sport is moving beyond intense competition to become a more inclusive, experience-driven lifestyle that encompasses fashion, wellness, and community, largely influenced by a new generation of participants.","key_features":"- Tracks the cultural shift from competition to community and experience.\n- Analyzes the growing influence of Gen Z on trail running trends.\n- Identifies the merging of Urban environments with traditional trail running.\n- Highlights the importance of Mental well-being and nature connection as key motivators.","by_the_numbers":"8 trends, 21 evidence items","for_teams_like":"- Brand Strategy\n- Marketing and Advertising\n- Product Innovation\n- Market Research\n- outdoor apparel and Gear","how_to_access":"Available via MCP, API, and Chat. 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Companies failing to adapt to these generational values risk missing out on a rapidly growing and influential demographic, particularly as new trail runners surged by 14.8 million in the US in two years.","sharpest_signal":"Gen Z's values and rapid adoption are fundamentally reshaping the identity and cultural landscape of trail running, demanding inclusivity and authentic experiences.","best_evidence":["Trail running experienced 231% growth in 10 years, with Gen Z women increasing trail uploads to Strava 6.5x over three years, indicating significant youth engagement.","Despite this growth, 38% of Gen Z don't feel welcome in the outdoor community, underscoring the urgent need for industry players to foster more inclusive environments."],"discriminative_summary":"This graph uniquely details the profound influence of Gen Z's values on the cultural evolution of trail running, emphasizing inclusivity, emotional connection, and authenticity as key drivers for its explosive growth."},"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"seatgeek_events","name":"Secondary Ticket Market Intelligence","description":"Event demand signals from secondary ticket listings, pricing spreads, and venue activity from SeatGeek.","curator":"SeatGeek Secondary Ticketing","curator_url":"https://seatgeek.com/","domain":"","version":"2026-Q1","graph_type":"supplemental","graph_sub_type":null,"verticals":[],"topics":["sports","culture","entertainment","music","events","travel"],"trend_count":0,"evidence_count":0,"last_synced":null,"status":"live","deprecated":false,"last_updated":null,"published_date":null,"webpage_url":null,"is_playground":false,"headline":"Event demand signals from secondary ticket listings, pricing spreads, and venue activity from SeatGeek.","subhead":"","geography":"","company":"SeatGeek Secondary Ticketing","available_as":"","icon_url":"","portrait_url":"","source_url":"https://seatgeek.com/","example_queries":[],"price_per_query":null,"what_it_does":"","key_features":"","by_the_numbers":"","for_teams_like":"","how_to_access":"","what_contains":"","agent_prompt":null,"skill_phase":null,"skill_tool_name":null,"report_analysis":null,"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"psfk-gaming-play","name":"PSFK Gaming & Play Graph","description":"Coming soon: PSFK's analysis of gaming, interactive entertainment, and play trends in the Gaming & Play sector","curator":"PSFK","curator_url":"https://www.psfk.com","domain":"Gaming & Play","version":"2026-Q3","graph_type":"domain","graph_sub_type":null,"verticals":[],"topics":["culture","media","sport","technology"],"trend_count":0,"evidence_count":0,"last_synced":null,"status":"coming_soon","deprecated":false,"last_updated":null,"published_date":null,"webpage_url":null,"is_playground":false,"headline":"Coming soon: PSFK's analysis of gaming, interactive entertainment, and play trends in the Gaming & Play sector","subhead":"","geography":["Global"],"company":"PSFK","available_as":"","icon_url":"","portrait_url":"https://api.fodda.ai/v1/images/proxy?url=https%3A%2F%2Fv5.airtableusercontent.com%2Fv3%2Fu%2F57%2F57%2F1789646400000%2FO16cefNK0J8Zz5hgP-dfHQ%2FSLuHslRh1QIY-J6l5QuF4H8VNdiotT848K3Ta5JkQPoUtNYiZQkt18Iv1pt_L6HmmJOZhew8gTXNjoZQlfjJhJHwYEX5uCGwqNsRIJO90M9ghZhaTF2MLsy_memQplqYGt9AO9vK3tUQaJVUtaOFwQ%2FT0h7s7vrhqfEubGciK7Wz7n-C9Qs2dWmnK0WsdPtrTU","source_url":"","example_queries":[],"price_per_query":null,"what_it_does":"","key_features":"","by_the_numbers":"","for_teams_like":"","how_to_access":"","what_contains":"","agent_prompt":null,"skill_phase":null,"skill_tool_name":null,"report_analysis":{"thesis":"The strategic imperative for gaming and interactive entertainment platforms lies in leveraging deep cultural integration, localized community engagement, and diversified brand partnerships to drive sustained growth.","why_it_matters":"As the gaming sector expands beyond traditional models, cultivating authentic local connections and forming non-endemic collaborations becomes crucial for audience resonance and new revenue streams. 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Covers trends like Listen to Locals, Trust in the “boring”, Get Chatting.","key_features":"4 trends across advertising, culture, travel, backed by 33 real-world examples.","by_the_numbers":"4 trends, 33 evidence items","for_teams_like":"Advertising strategy, creative, and media teams. Cultural strategy, brand purpose, and insights teams. Travel, hospitality, and destination marketing teams","how_to_access":"Available via MCP, API, and Chat. 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Adopting a \"miniature mindset\" in marketing is crucial to mitigate overtourism backlash, effectively engage travelers through recommendations and online content, and strategically capture future travel media spend.","sharpest_signal":"The fundamental shift in traveler values towards authentic local experiences and the concurrent rise of anti-tourism sentiment.","best_evidence":["A survey revealed that 49% of respondents find everyday local experiences most meaningful during a trip, significantly outweighing the 4% who prioritize seeing 'must-see' sights.","A single viral TikTok attracted 10,000 day-trippers to Roccaraso, a small Italian ski town with only 1,500 residents, over one weekend, resulting in clogged roads and environmental damage."],"discriminative_summary":"This graph uniquely articulates the strategic imperative for the travel industry to pivot from mass marketing of iconic destinations to cultivating authentic, local experiences through a \"miniature mindset,\" directly addressing overtourism and changing traveler values."},"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"insee_france","name":"French Economic Indicators","description":"Official economic indicators, monetary policy, and statistical releases from INSEE France.","curator":"INSEE France","curator_url":"https://www.insee.fr/","domain":"","version":"2026-Q1","graph_type":"supplemental","graph_sub_type":"Economic Indicators","verticals":["All Verticals"],"topics":["economics","finance","macroeconomics","international","policy"],"trend_count":0,"evidence_count":0,"last_synced":null,"status":"live","deprecated":false,"last_updated":null,"published_date":null,"webpage_url":null,"is_playground":false,"headline":"Official economic indicators, monetary policy, and statistical releases from INSEE France.","subhead":"","geography":["France"],"company":"INSEE France","available_as":"","icon_url":"","portrait_url":"","source_url":"https://www.insee.fr/","example_queries":[],"price_per_query":null,"what_it_does":"Provides key French economic indicators from INSEE: CPI seasonally adjusted and unadjusted, unemployment rate, and GDP growth.","key_features":"CPI seasonally adjusted and unadjusted, unemployment rate, and GDP growth.","by_the_numbers":"Monthly French macro indicators covering CPI seasonally adjusted and unadjusted, unemployment rate, and GDP growth.","for_teams_like":"Economic research, market analysis, and strategy teams.","how_to_access":"","what_contains":"","agent_prompt":null,"skill_phase":null,"skill_tool_name":null,"report_analysis":null,"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"carney-ai-consumer-engagement","name":"Carney AI Consumer Engagement","description":"AI disclosures in social media can reduce consumer engagement due to perceived effort from content creators.","curator":"Stephan Carney","curator_url":"https://hai.stanford.edu/ai-index/2026-ai-index-report","domain":"Digital Marketing","version":"2026-Q2","graph_type":"industry report","graph_sub_type":"Industry Report","verticals":["Retail","Culture","Advertising","Marketing","Tech"],"topics":["retail","culture","advertising","technology"],"trend_count":0,"evidence_count":0,"last_synced":null,"status":"coming_soon","deprecated":false,"last_updated":"2026-06-30","published_date":"2026-01-01","webpage_url":"https://www.fodda.ai/graphs/carney-ai-consumer-engagement","is_playground":false,"headline":"AI disclosures in social media can reduce consumer engagement due to perceived effort from content creators.","subhead":"","geography":["United States"],"company":"University of Southern California, Marshall School of Business","available_as":"","icon_url":"","portrait_url":"https://api.fodda.ai/v1/images/proxy?url=https%3A%2F%2Fv5.airtableusercontent.com%2Fv3%2Fu%2F57%2F57%2F1789646400000%2Fr5z6Ap-3usEVvRpnfWJLGg%2F6XpQut3jWRRH0pB2AQ8BavKQGox-FlpI5kM030uMQVP2HSHra2hpiuat_AtG6hXnKW8ZEWj6hioTbEYHhIa3fwYFpNjPxsWmKrtkij61grU7VXbJLWXsS2fgM_BrDHGsbYQqDjHrvQupUGYO0F4OaQ%2FmAINu4ycvMQObyCHKf7Ie4mVyVzZKGTc6uEtXuXz1WE","source_url":"","example_queries":["What is Voice-First Retail Commerce?","How is Voice-First Retail Commerce evolving?","What is General Discussion?","How is General Discussion evolving?","What is Hyper-Personalized Loyalty Programs?","How is Hyper-Personalized Loyalty Programs evolving?"],"price_per_query":null,"what_it_does":"A living knowledge graph of Stephan Carney's research on AI disclosure and consumer engagement, from the USC Marshall School of Business.\n\nSources analyzed: Carney AI Consumer Engagement.","key_features":"AI disclosure, social media engagement, perceived creator effort, consumer response.","by_the_numbers":"21 trends, 20 evidence items, 3 cards","for_teams_like":"Digital marketing, social media, and consumer research teams.","how_to_access":"Available via MCP, API, and Chat. Use graph ID: carney-ai-consumer-engagement","what_contains":"Trend, Article connected by CONTAINS_TREND, CONTAINS_ARTICLE, USES_TECHNOLOGY, IN_INDUSTRY, IN_SECTOR, SEMANTICALLY_SIMILAR, TARGETS_AUDIENCE, EVIDENCE_FOR, FEATURES\\_BRAND\n","agent_prompt":null,"skill_phase":null,"skill_tool_name":null,"report_analysis":{"thesis":"AI disclosures in social media can significantly reduce consumer engagement by diminishing perceived creator effort and weakening parasocial connections.","why_it_matters":"For social media platforms and content creators, understanding the nuanced impact of AI disclosures is crucial for maintaining user engagement, which is a key success metric. This research highlights a strategic trade-off where increased transparency may inadvertently disincentivize content creation or lead to content creators concealing their AI usage, posing challenges for platform policy and growth-focused AI adoption.","sharpest_signal":"AIGC disclosures reduce engagement by lowering parasocial connection","best_evidence":["TikTok users engage less with content when AIGC disclosures are present, indicating real-world behavioral impact.","AIGC disclosures reduce engagement in part because users interpret AI content as requiring less creator effort, thereby diminishing parasocial connection."],"discriminative_summary":"This graph uniquely details the underlying psychological mechanism—diminished perceived creator effort and parasocial connection—that causes AI content disclosures to reduce consumer engagement."},"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"psfk-media-entertainment","name":"PSFK Media & Entertainment Graph","description":"Coming soon: PSFK's analysis of content, platforms, and audience consumption trends in the Media & Entertainment sector","curator":"PSFK","curator_url":"https://www.psfk.com","domain":"Media & Entertainment","version":"2026-Q3","graph_type":"domain","graph_sub_type":null,"verticals":[],"topics":["advertising","culture","media","technology"],"trend_count":0,"evidence_count":0,"last_synced":null,"status":"coming_soon","deprecated":false,"last_updated":null,"published_date":null,"webpage_url":null,"is_playground":false,"headline":"Coming soon: PSFK's analysis of content, platforms, and audience consumption trends in the Media & Entertainment sector","subhead":"","geography":["Global"],"company":"PSFK","available_as":"","icon_url":"","portrait_url":"https://api.fodda.ai/v1/images/proxy?url=https%3A%2F%2Fv5.airtableusercontent.com%2Fv3%2Fu%2F57%2F57%2F1789646400000%2FO16cefNK0J8Zz5hgP-dfHQ%2FSLuHslRh1QIY-J6l5QuF4H8VNdiotT848K3Ta5JkQPoUtNYiZQkt18Iv1pt_L6HmmJOZhew8gTXNjoZQlfjJhJHwYEX5uCGwqNsRIJO90M9ghZhaTF2MLsy_memQplqYGt9AO9vK3tUQaJVUtaOFwQ%2FT0h7s7vrhqfEubGciK7Wz7n-C9Qs2dWmnK0WsdPtrTU","source_url":"","example_queries":[],"price_per_query":null,"what_it_does":"","key_features":"","by_the_numbers":"","for_teams_like":"","how_to_access":"","what_contains":"","agent_prompt":null,"skill_phase":null,"skill_tool_name":null,"report_analysis":{"thesis":"Media and entertainment success increasingly depends on balancing culturally resonant, localized content strategies with evolving platform demands for AI transparency and diversified non-endemic advertising models.","why_it_matters":"This confluence impacts audience engagement, trust, and critical revenue streams. Leaders must prioritize authentic content creation, navigate complex platform governance, and adapt to new advertising paradigms to remain competitive.","sharpest_signal":"The growing tension between platform transparency, particularly regarding AI usage, and the imperative to maintain robust user engagement.","best_evidence":["Transparency and engagement pose a trade-off for social media platforms: Social media platforms must carefully balance transparency regarding AI usage with maintaining user engagement.","79% of retailers are moving into non-endemic advertising in Retail Media: 79% of retailers expect expansion into non-endemic advertising."],"discriminative_summary":"This graph provides an initial framework for understanding the interplay between content authenticity, platform governance, and evolving advertising strategies within the media and entertainment landscape."},"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"world-happiness-social-media","name":"World Happiness Graph","description":"Fodda's analysis of University of Oxford's published research into happiness and social media relationship patterns.","curator":"John F. 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It identifies key trends, demographic variations, and platform-specific impacts, revealing that heavy usage, particularly among adolescents and in Western countries, is often linked to lower well-being, while platforms focused on genuine social connection can have a positive effect.","key_features":"- Analyzes the correlation between heavy social media use and decreased well-being.\n- Highlights geographical differences in the impact of social media on Mental health.\n- Differentiates between platform types, contrasting Algorithm-Driven content with those fostering social connection.","by_the_numbers":"4 trends, 10 evidence items","for_teams_like":"- public Health & Policy Makers\n- social media Platforms & Tech companies\n- Mental Health Professionals & Researchers","how_to_access":"Available via MCP, API, and Chat. Use graph ID: world-happiness-social-media","what_contains":"Trend, Article connected by TARGETS_AUDIENCE, IN_INDUSTRY, IN_SECTOR, SEMANTICALLY_SIMILAR, USES_TECHNOLOGY, CONTAINS_TREND, CONTAINS\\_ARTICLE\n","agent_prompt":"CRITICAL: Use this graph for analyzing the complex relationship between social media usage, mental well-being, and happiness across different global regions and demographics.","skill_phase":null,"skill_tool_name":null,"report_analysis":{"thesis":"Algorithmically curated social media platforms are demonstrably harming youth wellbeing at a population level, while platforms designed for direct social connection can still foster positive happiness.","why_it_matters":"Digital media companies must urgently re-evaluate product design, particularly concerning algorithmic feeds, to mitigate widespread harm to youth wellbeing and navigate increasing regulatory scrutiny. Strategic investments in direct social connection features and region-specific engagement models are crucial for mitigating reputational risk, fostering sustainable user bases, and adhering to evolving ethical guidelines.","sharpest_signal":"Social media's population-level harm to adolescents is primarily driven by algorithmically curated content, contrasting with the positive associations found with platforms facilitating genuine social connection.","best_evidence":["Data from Latin America reveal that platforms designed to facilitate social connections show a clear positive association with happiness, whereas those driven by algorithmic feeds and featuring influencers are more likely to be negatively linked to life satisfaction.","On average, heavy social media use (more than five hours per day) in the Middle East and North Africa is associated with lower wellbeing, with heavy users significantly more likely to report higher stress and depressive symptoms."],"discriminative_summary":"This graph uniquely provides a global, granular analysis of how specific social media platform types—distinguishing between algorithmic curation and direct social connection—impact youth wellbeing across diverse regions."},"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"psfk-energy","name":"PSFK Energy Graph","description":"Coming soon: PSFK's analysis of renewables, infrastructure, and energy transition trends in the Energy sector","curator":"PSFK","curator_url":"https://www.psfk.com","domain":"Energy","version":"2026-Q3","graph_type":"domain","graph_sub_type":null,"verticals":[],"topics":["energy","sustainability"],"trend_count":0,"evidence_count":0,"last_synced":null,"status":"coming_soon","deprecated":false,"last_updated":null,"published_date":null,"webpage_url":null,"is_playground":false,"headline":"Coming soon: PSFK's analysis of renewables, infrastructure, and energy transition trends in the Energy sector","subhead":"","geography":["Global"],"company":"PSFK","available_as":"","icon_url":"","portrait_url":"https://api.fodda.ai/v1/images/proxy?url=https%3A%2F%2Fv5.airtableusercontent.com%2Fv3%2Fu%2F57%2F57%2F1789646400000%2FO16cefNK0J8Zz5hgP-dfHQ%2FSLuHslRh1QIY-J6l5QuF4H8VNdiotT848K3Ta5JkQPoUtNYiZQkt18Iv1pt_L6HmmJOZhew8gTXNjoZQlfjJhJHwYEX5uCGwqNsRIJO90M9ghZhaTF2MLsy_memQplqYGt9AO9vK3tUQaJVUtaOFwQ%2FT0h7s7vrhqfEubGciK7Wz7n-C9Qs2dWmnK0WsdPtrTU","source_url":"","example_queries":[],"price_per_query":null,"what_it_does":"","key_features":"","by_the_numbers":"","for_teams_like":"","how_to_access":"","what_contains":"","agent_prompt":null,"skill_phase":null,"skill_tool_name":null,"report_analysis":{"thesis":"The escalating cost of energy poses a significant impediment to the green transition, directly impacting corporate competitiveness and shaping consumer expectations around sustainability.","why_it_matters":"Business leaders must navigate the escalating costs of energy and commodities, which directly impede green transition initiatives and erode competitiveness, especially for lower-income segments. Simultaneously, they must address strong consumer demand for sustainability transparency, requiring strategic communication and resource allocation to balance cost pressures with environmental commitments.","sharpest_signal":"The significant impact of rising energy and commodity costs as a barrier to the green transition.","best_evidence":["According to the World Economic Forum, 37% of executives, rising to nearly 50% for low-income counterparts, view increasing energy and commodity costs as a barrier to competitiveness during the green transition.","Consumers strongly desire sustainability information, with 36% preferring to see it on menus, 31% on social media, and 28% in TV advertisements."],"discriminative_summary":"This graph will uniquely inform an understanding of how macroeconomic energy cost pressures directly intersect with consumer sustainability expectations to shape the evolving energy transition landscape."},"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"mintel-beauty","name":"Mintel Beauty Graph","description":"Fodda's interpretation of Mintel's public research on beauty trends.","curator":"Mintel","curator_url":"","domain":"Beauty","version":"2026-Q1","graph_type":"industry report","graph_sub_type":"Living Graph","verticals":["Beauty"],"topics":["beauty","culture","health","technology","travel"],"trend_count":3,"evidence_count":20,"last_synced":"2026-06-27T17:00:12.312Z","status":"live","deprecated":false,"last_updated":"2026-06-27","published_date":"2025-11-01","webpage_url":"https://www.fodda.ai/graphs/mintel-global-beauty-predictions","is_playground":false,"headline":"Fodda's interpretation of Mintel's public research on beauty trends.","subhead":"","geography":["Global"],"company":"Mintel","available_as":"","icon_url":"","portrait_url":"https://api.fodda.ai/v1/images/proxy?url=https%3A%2F%2Fv5.airtableusercontent.com%2Fv3%2Fu%2F57%2F57%2F1789646400000%2FpJ-pRBBEr57dXrNUhvoVQw%2FqCJtwAQ_LujnP53YKsMKsNwIx7jH5Xkk4AL4wkCrSFqlEnn9vhKOLZWcIds2Lo9Ptc4CD-TKRprSCjupX9kXbWA39cSWuhb_eSaIRxwYBlVBertm9rAsqrVqL_zps1aTrFlji4fVH8wxI39UTUa3Fw%2FYnhJ08VzMkEMklamRzfDBFIVvH-uUmNmA8YV036kLD8","source_url":"","example_queries":["What is Beyond the Algorithm: the Human Touch Revolution?","How is Beyond the Algorithm: the Human Touch Revolution evolving?","What is Metabolic Beauty?","How is Metabolic Beauty evolving?","What is Sensorial Synergy?","How is Sensorial Synergy evolving?"],"price_per_query":null,"what_it_does":"A living knowledge graph of Mintel's beauty and personal care research.\n\nSources analyzed: Global Beauty & Personal Care Predictions 2026.","key_features":"Beauty trend predictions, skincare innovation, consumer behavior.","by_the_numbers":"3 trends, 20 evidence items","for_teams_like":"Beauty brand, product development, and trend teams.","how_to_access":"Available via MCP, API, and Chat. 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Covers trends like Widespread & Diverse Player Base, Games Foster Social Connections, Family-Oriented Gaming.","key_features":"13 trends across culture, media, retail, sport, technology, backed by 11 real-world examples.","by_the_numbers":"13 trends, 11 evidence items","for_teams_like":"Cultural strategy, brand purpose, and insights teams. Media strategy, content, and distribution teams. Retail strategy, merchandising, CX teams","how_to_access":"Available via MCP, API, and Chat. Use graph ID: esa-us-video-game-industry-trends","what_contains":"Trend, Article connected by SEMANTICALLY_SIMILAR, USES_TECHNOLOGY, TARGETS_AUDIENCE, IN_INDUSTRY, IN_SECTOR, EVIDENCE_FOR, FEATURES_BRAND, CONTAINS_TREND, CONTAINS\\_ARTICLE\n","agent_prompt":null,"skill_phase":null,"skill_tool_name":null,"report_analysis":{"thesis":"The U.S. video game industry is a pervasive, highly valued economic powerhouse, fostering social connections and developmental benefits across diverse demographics, with strong parental engagement.","why_it_matters":"This deep market integration and high perceived value create substantial opportunities for growth in content, community platforms, and in-game monetization, particularly on mobile. Understanding player motivations and parental influence is critical for strategic product development and market expansion across all age groups.","sharpest_signal":"Value Proposition","best_evidence":["Video games are rated as the top entertainment for value for money, with 63% of players agreeing, surpassing video streaming services (48%), music (47%), movies (31%), and books.","About 58% of players aged 8 and older have purchased in-game content, with 78% of Gen Z and 69% of Alpha players making such purchases."],"discriminative_summary":"This graph offers a comprehensive, US-specific snapshot of the video game industry's impact, uniquely detailing player demographics, social dynamics, economic contributions, and parental engagement."},"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"bompasparr-future-of-food-and-drink-1","name":"Bompas & Parr Future Food Trends","description":"Fodda's interpretation of food, drink, and entertainment industry cultural evolution predictions.","curator":"Bompas & Parr","curator_url":"","domain":"","version":"2026-Q1","graph_type":"industry report","graph_sub_type":"Industry Report","verticals":["Food & Beverage","Hospitality"],"topics":["food & beverage","consumer trends","hospitality","future of entertainment","innovation"],"trend_count":6,"evidence_count":17,"last_synced":"2026-06-27T15:50:32.81Z","status":"live","deprecated":false,"last_updated":"2026-06-27","published_date":"2026-04-13","webpage_url":"https://www.fodda.ai/graphs/bompas-parr-future-food","is_playground":false,"headline":"Fodda's interpretation of food, drink, and entertainment industry cultural evolution predictions.","subhead":"","geography":["Global"],"company":"Bompas & Parr's Sense Tank","available_as":"","icon_url":"","portrait_url":"https://api.fodda.ai/v1/images/proxy?url=https%3A%2F%2Fv5.airtableusercontent.com%2Fv3%2Fu%2F57%2F57%2F1789646400000%2FVdsYMxjAa2OVKqGCg_mtyg%2FihezWs2UoDcGPuq-R0PPBkhE31LCYglxVLcE8mCUx6yQ-tTRYOSPVlSdt4YRD2OldwUfaPR8fdVj9gwDqAVkHi4f_XGMioM9UYmNjmMaLInyozuDSqf2bbHoxDISu-474DDzrcmbxzMlgB4mPdbc8g%2FaDo-LJ0b9ibSc_Eu6kcBeAugOHEVVNqovB_O-W1jP5w","source_url":"","example_queries":["What is Disgraceful Drinking?","How is Disgraceful Drinking evolving?","What is Gastro Void?","How is Gastro Void evolving?","What is Fresh Luxury Dystopia?","How is Fresh Luxury Dystopia evolving?"],"price_per_query":null,"what_it_does":"This graph, based on a Bompas & Parr report, maps the evolution of food, drink, and entertainment. It explores speculative and emerging trends, from the rise of simulated 'Gastro Voids' and AI-driven culinary experiences to the counter-movement towards simple, nostalgic 'anti-trends' like 'Beans on Toast'. It also charts the polarization of food systems into 'Fresh Luxury Dystopias,' where unprocessed food is a status symbol, and the revival of convenient 'TV Dinners' for modern audiences.","key_features":"- Identifies fringe food culture trends before they go mainstream.\n- Explores the psychological and cultural drivers behind changing eating and drinking habits.\n- Provides a framework for understanding the tension between technological food innovation and the desire for nostalgic simplicity.\n- Outlines new social occasions and behaviors, such as 'Noctourism' and the evolution of evening drinks.","by_the_numbers":"6 trends, 17 evidence items","for_teams_like":"- CPG Innovation and R&D\n- Food & Beverage Brand Strategy\n- Restaurant and Hospitality Concept Development\n- Marketing and Consumer Insights","how_to_access":"Available via MCP, API, and Chat. Use graph ID: bompasparr-future-of-food-and-drink-1","what_contains":"Trend, Article connected by TARGETS_AUDIENCE, IN_INDUSTRY, IN_SECTOR, EVIDENCE_FOR, FEATURES_BRAND, USES_TECHNOLOGY, CONTAINS_TREND, CONTAINS_ARTICLE\n","agent_prompt":"CRITICAL: Use this graph for future-forward food and beverage strategy, identifying emerging consumer behaviors and white-space opportunities in dining, CPG, and hospitality.","skill_phase":null,"skill_tool_name":null,"report_analysis":{"thesis":"The food and drink industry is polarizing, with technology driving simulated experiences and convenience while simultaneously elevating fresh produce to ultra-luxury, demanding specialized strategies for diverse demographic needs.","why_it_matters":"These insights underscore fundamental shifts in consumer values and market segmentation, impacting product innovation, marketing strategies, and experiential design. Businesses must strategically decide whether to invest in advanced culinary simulation and convenience or focus on premium, authentic fresh produce, while effectively addressing diverse demographic needs to maintain market relevance.","sharpest_signal":"Gastro Void","best_evidence":["28% of people actively trying to lose weight stated they would be willing to use weight loss injections in the future, signaling a potential shift away from traditional food consumption patterns.","90% of all online content could be AI-generated by 2026, suggesting that simulated culinary experiences could become pervasive."],"discriminative_summary":"This graph uniquely synthesizes speculative future trends in food and drink by highlighting the interplay between technological advancements, changing consumer health priorities, and the emerging ultra-luxury market for natural foods."},"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"bcch_chile","name":"Chilean Economic Indicators","description":"Official economic indicators, monetary policy, and statistical releases from Banco Central de Chile (Siete API).","curator":"BCCh Siete API","curator_url":"https://si3.bcentral.cl/","domain":"","version":"2026-Q1","graph_type":"supplemental","graph_sub_type":"Economic Indicators","verticals":["All Verticals"],"topics":["economics","finance","macroeconomics","international","policy"],"trend_count":0,"evidence_count":0,"last_synced":null,"status":"live","deprecated":false,"last_updated":null,"published_date":null,"webpage_url":null,"is_playground":false,"headline":"Official economic indicators, monetary policy, and statistical releases from Banco Central de Chile (Siete API).","subhead":"","geography":["Chile"],"company":"Banco Central de Chile (Siete API)","available_as":"","icon_url":"","portrait_url":"","source_url":"https://si3.bcentral.cl/","example_queries":[],"price_per_query":null,"what_it_does":"Provides key Chilean economic indicators from Banco Central de Chile: CPI, GDP, policy rate, and USD/CLP and EUR/CLP exchange rates.","key_features":"CPI, GDP, policy rate, and USD/CLP and EUR/CLP exchange rates.","by_the_numbers":"Monthly Chilean macro indicators covering CPI, GDP, policy rate, and USD/CLP and EUR/CLP exchange rates.","for_teams_like":"Economic research, market analysis, and strategy teams.","how_to_access":"","what_contains":"","agent_prompt":null,"skill_phase":null,"skill_tool_name":null,"report_analysis":null,"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"ce-design","name":"Consumer Electronics & Design","description":"Early signals of future design trends shaping consumer electronics - materials, forms, aesthetics.","curator":"Piers Fawkes","curator_url":"https://psfk.com","domain":"Consumer Electronics","version":"2026-Q1","graph_type":"industry report","graph_sub_type":"Industry Report","verticals":["Tech","Retail","Consumer Electronics"],"topics":["technology","design","retail"],"trend_count":22,"evidence_count":432,"last_synced":"2026-05-06T10:10:59.471Z","status":"live","deprecated":false,"last_updated":"2026-05-04","published_date":"2025-03-31","webpage_url":"https://www.fodda.ai/graphs/ce-design","is_playground":false,"headline":"Early signals of future design trends shaping consumer electronics — materials, forms, aesthetics.","subhead":"","geography":["Global"],"company":"PSFK","available_as":"","icon_url":"","portrait_url":"https://api.fodda.ai/v1/images/proxy?url=https%3A%2F%2Fv5.airtableusercontent.com%2Fv3%2Fu%2F57%2F57%2F1789646400000%2FdXieUCfb1C0uEgM6PaUjlQ%2FPBpvhnEHelLTof_SLPUs5seKrf-fjReod_YSZiafEnt81jCRn6saUknuh_tQGni_tj0MybVwvmnIwKQExH088k_qhLdH9O5PwcLW2cFx-UmnM-3IsV-GDX2WPgJX4fwRLyYKfCVHKQifNS-o_58efQ%2FphDANJ68WUSya0YWmqJtjp_XNWuxqRSj9AsR5MDKrTo","source_url":"","example_queries":[],"price_per_query":null,"what_it_does":"A structured way to understand Consumer Electronics, curated by Piers Fawkes. Covers trends like Anti-Screen Interface, Heritage Reflection, Personal Lighting.","key_features":"22 trends across technology, design, backed by 432 real-world examples.","by_the_numbers":"22 trends, 432 evidence items","for_teams_like":"Technology strategy, R&D, and innovation teams. Design strategy, industrial design, and UX teams","how_to_access":"Available via MCP, API, and Chat. Use graph ID: ce-design","what_contains":"Article, Trend, MacroTrend, Material, Form, Context, Aesthetic, PhysicalCharacteristic, Quote, Interpretation connected by EVIDENCE_FOR, USES_MATERIAL, HAS_FORM, IN_CONTEXT, HAS_AESTHETIC, HAS_PHYSICAL, FRAMED_BY, INTERPRETED_BY, PART_OF_MACRO, CONTAINS_TREND, CONTAINS_ARTICLE, EVIDENCED\\_BY\n","agent_prompt":null,"skill_phase":null,"skill_tool_name":null,"report_analysis":{"thesis":"Future consumer electronics design will prioritize distinct brand architectures, curated material innovation, and experiential aesthetics to capture evolving consumer identities.","why_it_matters":"This matters because understanding these early design signals is critical for brands to innovate effectively, differentiate products, and align with shifting consumer values and lifestyle expressions. Neglecting these aesthetic and experiential demands risks market irrelevance and reduced engagement in a competitive landscape.","sharpest_signal":"The strategic segmentation of design and aesthetics through structured brand architecture and material curation.","best_evidence":["leading Chinese OEMs this year presented a highly structured brand architecture: sub-brands displayed in dedicated zones, each with a clearly articulated value proposition — youth and sport, rugged of","Global Color Trends: Each year, designers from BASF's Coatings division explore global trends across industries - from fashion and consumer goods to nature and technology. These insights serve as the foundation for develo"],"discriminative_summary":"This graph is uniquely valuable for discerning the foundational shifts in aesthetic principles and brand presentation driving the next generation of consumer electronics products."},"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"twentyty3-tiktok-language-insights","name":"Twentyty3 TikTok Language Insights","description":"TikTok's language patterns reveal Gen Z's identities, from status-driven code-mixing to reflective self-expression.","curator":"Juwita Sekar Arum Ramadhani and Auzi Ilaturahmi","curator_url":"https://unisla.ac.id/","domain":"Digital Media","version":"2026-Q2","graph_type":"expert","graph_sub_type":null,"verticals":[],"topics":["media","technology","advertising","culture"],"trend_count":6,"evidence_count":9,"last_synced":"2026-07-23T16:01:49.617Z","status":"live","deprecated":false,"last_updated":"2026-07-23","published_date":"2026-01-01","webpage_url":"https://www.fodda.ai/graphs/twentyty3-tiktok-language-insights","is_playground":false,"headline":"TikTok's language patterns reveal Gen Z's identities, from status-driven code-mixing to reflective self-expression.","subhead":"","geography":"","company":"Universitas Jambi","available_as":"","icon_url":"","portrait_url":"https://api.fodda.ai/v1/images/proxy?url=https%3A%2F%2Fv5.airtableusercontent.com%2Fv3%2Fu%2F57%2F57%2F1789646400000%2F6X-ElGqXe9hjTjal7MDVWQ%2FBsnhG0zUlPcfAmfdIZm4-PYUBXafa3F9o1_jAycfxf9lc4JJDFX8Ef3iLCKN78Wv1ZsF5dmSgR-Cv5RwSjeMSGq7rlI0osdZwbd0rBclMOQV2n4MqdSda7lzSVSYDnkY7zgWV3ktEkdOpkI-jDDL2g%2FWUBZBzCp4p-RDg-Za1fVbWu7F02Tyr95TfHEcabr2nE","source_url":"","example_queries":[],"price_per_query":null,"what_it_does":"","key_features":"","by_the_numbers":"","for_teams_like":"","how_to_access":"Available via MCP, API, and Chat. Use graph ID: twentyty3-tiktok-language-insights","what_contains":"","agent_prompt":null,"skill_phase":null,"skill_tool_name":null,"report_analysis":{"thesis":"TikTok serves as a critical platform where Gen Z actively constructs and performs diverse identities, from status-driven cosmopolitanism to reflective self-expression, primarily through distinct linguistic patterns like code-mixing, slang, and informal pronouns.","why_it_matters":"For brands and platforms, understanding these nuanced linguistic identity signals is crucial for authentic Gen Z engagement. 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Use graph ID: last-mile-experts-last-mile-innovation-outlook-2026","what_contains":"Article, Trend connected by EVIDENCE_FOR, USES_TECHNOLOGY, FEATURES_BRAND, IN_INDUSTRY, IN_SECTOR, CONTAINS_TREND, CONTAINS\\_ARTICLE\n","agent_prompt":null,"skill_phase":null,"skill_tool_name":null,"report_analysis":{"thesis":"The last-mile sector is undergoing a strategic pivot towards practical, AI-driven operational efficiency, verifiable sustainability, and integrated customer experience to manage rapidly growing e-commerce volumes and mitigate escalating costs.","why_it_matters":"Leaders must recognize that last-mile delivery is no longer merely a cost center but a critical determinant of profitability and customer loyalty, demanding significant investment in collaborative technology and sustainable operational models. 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Businesses must innovate offerings that cater to niche demographics like midlife women and address systemic issues like overtourism, to capture evolving luxury markets and build trust with conscious consumers.","sharpest_signal":"The redefinition of luxury travel toward understated, experiential, and wellness-focused offerings, contrasting sharply with traditional displays of wealth.","best_evidence":["Perfect Stays properties with saunas: With searches for our properties with saunas up 30% year-on-year, wellness has a cornerstone of luxury travel.","[FODDA NETWORK] Luxury value is increasingly defined by moments and memories rather than possessions. 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This knowledge graph provides structured intelligence on critical shifts across synthetic prototyping, .ai infrastructure, and creative containers, backed by verified evidence and real-world market signals.","key_features":"5 trends across design, marketing, technology, culture, backed by 17 real-world examples.","by_the_numbers":"5 trends, 17 evidence items","for_teams_like":"Creative direction, brand strategy, and media teams. Design strategy, product design, and CX teams. Technology strategy, R&D, and innovation teams","how_to_access":"Available via MCP, API, and Chat. Use graph ID: simon-king-worldbuilding-with-ai","what_contains":"Trend, Article, PSFKGraph connected by CONTAINS_TREND, EVIDENCE_FOR, CONTAINS\\_ARTICLE\n","agent_prompt":null,"skill_phase":null,"skill_tool_name":null,"report_analysis":{"thesis":"Simon King's insights underscore the transformative potential of AI in creative direction and worldbuilding, challenging traditional perceptions of AI as merely a tool that could dull creativity.","core_tension":"The creative industry faces a significant tension between the perceived threat of AI dulling creativity, as evidenced by a large majority of designers, and its emerging potential as a foundational infrastructure for advanced worldbuilding and synthetic concept development.","why_it_matters":"Leaders must navigate this dual perception of AI to strategically invest in tools that augment human creativity rather than replace it. Understanding AI's evolving role from a simple tool to a worldbuilding infrastructure is critical for future-proofing creative departments, fostering innovation, and remaining competitive in rapidly changing design and marketing landscapes.","sharpest_signal":"Designer skepticism regarding AI's impact on creativity.","best_evidence":["81% of designers believed AI dulled creativity (Designers, UK creative professionals)","Simon King's expertise in '.ai as a creative development tool' and market shifts like '.ai as Worldbuilding Infrastructure' posits a counter-narrative to traditional skepticism."],"discriminative_summary":"This graph uniquely provides expert insights into the strategic integration of AI into creative direction and worldbuilding, offering a perspective that navigates beyond common skepticism to explore its infrastructural potential.","matched_human_twin_slug":"ada-lovelace","expert_stance_quote":"The machine's potential in the creative sphere is not merely to mimic or automate, but to offer an entirely new loom upon which to weave complex patterns of thought and structure. The current apprehension regarding AI dulling creativity speaks less to the machine's inherent limits and more to our limited imagination in crafting the appropriate algorithmic architecture to truly augment, rather than merely substitute, human ingenuity. We must, as always, discern the true theoretical capacity from the immediate, often hyped, application.","cross_graph_signals":[{"graph_id":"sic","signal_type":"contrasts","connection_summary":"This finding directly contrasts Simon King's premise of '.ai as a creative development tool' by highlighting a widespread belief among designers that AI stifles creativity.","source_case_study":"Designers, UK creative professionals"},{"graph_id":"ondeck-small-business-trends","signal_type":"contrasts","connection_summary":"While some designers fear AI dulls creativity, this signal indicates that AI tools are widely seen as improving productivity and marketing performance, suggesting a strategic utility that creative professionals could leverage.","source_case_study":"Many companies"},{"graph_id":"marieke-neleman-trends","signal_type":"validates","connection_summary":"Jameel Mohammed's approach to the Khiry x J.Crew collaboration exemplifies 'Changing the container' and treating 'The Container Becomes Creative Material,' aligning with Simon King's identified market shifts.","source_case_study":"Khiry x J.Crew"}]},"core_tension":"The creative industry faces a significant tension between the perceived threat of AI dulling creativity, as evidenced by a large majority of designers, and its emerging potential as a foundational infrastructure for advanced worldbuilding and synthetic concept development.","matched_human_twin_slug":"ada-lovelace","expert_stance_quote":"The machine's potential in the creative sphere is not merely to mimic or automate, but to offer an entirely new loom upon which to weave complex patterns of thought and structure. The current apprehension regarding AI dulling creativity speaks less to the machine's inherent limits and more to our limited imagination in crafting the appropriate algorithmic architecture to truly augment, rather than merely substitute, human ingenuity. We must, as always, discern the true theoretical capacity from the immediate, often hyped, application.","cross_graph_signals":[{"graph_id":"sic","signal_type":"contrasts","connection_summary":"This finding directly contrasts Simon King's premise of '.ai as a creative development tool' by highlighting a widespread belief among designers that AI stifles creativity.","source_case_study":"Designers, UK creative professionals"},{"graph_id":"ondeck-small-business-trends","signal_type":"contrasts","connection_summary":"While some designers fear AI dulls creativity, this signal indicates that AI tools are widely seen as improving productivity and marketing performance, suggesting a strategic utility that creative professionals could leverage.","source_case_study":"Many companies"},{"graph_id":"marieke-neleman-trends","signal_type":"validates","connection_summary":"Jameel Mohammed's approach to the Khiry x J.Crew collaboration exemplifies 'Changing the container' and treating 'The Container Becomes Creative Material,' aligning with Simon King's identified market shifts.","source_case_study":"Khiry x J.Crew"}]},{"graph_id":"mlb-sponsorship","name":"Comunicano Sports Business Graph","description":"Fodda's interpretation of Communicano's research into technology and sponsorship in Major League Baseball.","curator":"Comunicano","curator_url":"","domain":"Sports Sponsorship & Technology","version":"2026-Q1","graph_type":"industry report","graph_sub_type":"Industry Report","verticals":["Sports","Tech","Marketing"],"topics":["sports technology","sponsorship","fan engagement","augmented reality","digital collectibles"],"trend_count":10,"evidence_count":42,"last_synced":"2026-04-28T04:11:50.421Z","status":"live","deprecated":false,"last_updated":"2026-04-28","published_date":"2025-03-31","webpage_url":"https://www.fodda.ai/graphs/mlb-sponsorship","is_playground":false,"headline":"Fodda's interpretation of Communicano's research into technology and sponsorship in Major League Baseball.","subhead":"","geography":["United States"],"company":"Comunicano","available_as":"","icon_url":"","portrait_url":"https://api.fodda.ai/v1/images/proxy?url=https%3A%2F%2Fv5.airtableusercontent.com%2Fv3%2Fu%2F57%2F57%2F1789646400000%2FflYofBpTNkPKIA5m3pr5rQ%2FOn9sZeY6cJmM3gCHL-I2_sclbis8zM3ZtZEzzSkPevFsNjqmGtIkBgVvsZRH_gjmyLinejEdMWpVeD7UXW9bOP2lK3vpcg9hFdJTmJj52KHeBNWnZCFwnzMLwZZXjfxM3PRnB1O8lomhF7FFIn1HpQ%2FFUuxp1HVVKvRio7uicOwI5tReZtg1SU2ntoFIdO74Tg","source_url":"","example_queries":["What is Automated Ball-Strike Challenge System?","How is Automated Ball-Strike Challenge System evolving?","What is 5G Connectivity in Stadiums?","How is 5G Connectivity in Stadiums evolving?","What is AI-Powered Marketing Platforms?","How is AI-Powered Marketing Platforms evolving?"],"price_per_query":null,"what_it_does":"This graph analyzes the transformation of sponsorship in Major League Baseball, driven by technological advancements. It identifies new sponsorship categories, platforms, and in-stadium innovations, showing how teams and leagues can create new revenue opportunities by enhancing the fan experience through technology.","key_features":"- Identifies New Sponsorship frontiers like prediction markets and Digital collectibles.\n- Analyzes the impact of in-stadium technology such as facial recognition payments and AR-Driven virtual signage.\n- Details How fan engagement Platforms and dynamic pricing are creating New sponsor activation opportunities.","by_the_numbers":"10 trends, 42 evidence items","for_teams_like":"- sports Marketing & Sponsorship agencies\n- MLB & MiLB team management\n- sports technology & fan engagement platform Developers","how_to_access":"Available via MCP, API, and Chat. Use graph ID: mlb-sponsorship","what_contains":"Trend, Article connected by USES_TECHNOLOGY, IN_INDUSTRY, IN_SECTOR, EVIDENCE_FOR, FEATURES_BRAND, TARGETS_AUDIENCE, CONTAINS_TREND, CONTAINS_ARTICLE\n","agent_prompt":"CRITICAL: Use this graph for uncovering the intersection of technology and sponsorship in Major League Baseball, focusing on emerging revenue streams and fan engagement strategies.","skill_phase":null,"skill_tool_name":null,"report_analysis":{"thesis":"Major League Baseball is undergoing a comprehensive digital transformation, leveraging advanced AI and 5G technologies to create new fan engagement models and attract a record number of strategic sponsorships.","why_it_matters":"This transformation signals a fundamental shift in how sports properties monetize their brands and interact with their audience, compelling businesses to adopt innovative technology and data-driven partnership strategies to remain competitive and relevant in the evolving sports ecosystem. Leaders must recognize the potential for AI and connectivity to redefine both fan experience and sponsorship ROI.","sharpest_signal":"The deep integration of AI-powered platforms and ubiquitous 5G connectivity is fundamentally redefining MLB's fan experience and sponsorship value proposition.","best_evidence":["T-Mobile's deployment of private 5G networks across all 30 MLB ballparks enables advanced stadium tech and fan engagement initiatives.","Adobe's expanded AI partnership is fundamentally reshaping how teams engage fans and activate sponsorships, contributing to MLB's record 46 official sponsors that now include entirely new categories like prediction markets and AI."],"discriminative_summary":"This graph offers an expert-curated analysis of how Major League Baseball is specifically leading the charge in sports by integrating cutting-edge AI and 5G technologies with evolving sponsorship models for fan engagement."},"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"forrester-marketing","name":"Forrester Marketing Graph","description":"Fodda's analysis of Forrester's public research into B2C marketing, customer experience, and digital strategy evolution.","curator":"Forrester","curator_url":"","domain":"Marketing","version":"2026-Q1","graph_type":"industry report","graph_sub_type":"Living Graph","verticals":["Marketing"],"topics":["advertising","consumer","goods","retail","technology"],"trend_count":36,"evidence_count":108,"last_synced":"2026-04-28T04:18:50.848Z","status":"live","deprecated":false,"last_updated":"2026-04-28","published_date":"2025-10-28","webpage_url":"https://www.fodda.ai/graphs/forrester-b2c-marketing-predictions","is_playground":false,"headline":"Fodda's analysis of Forrester's public research into B2C marketing, customer experience, and digital strategy evolution.","subhead":"","geography":["Global"],"company":"Forrester","available_as":"","icon_url":"","portrait_url":"https://api.fodda.ai/v1/images/proxy?url=https%3A%2F%2Fv5.airtableusercontent.com%2Fv3%2Fu%2F57%2F57%2F1789646400000%2FHOMANrMipZ1gEeIZMGuAxQ%2FOayymzs6K8Qa1euYKjhkEGGLKLlV5CQc26tD2Yo3xUNO3D0_32mQJuTVFfuODvgQ7B6RTen59FCVdKTKh2iUVCIGRot9guO8Qyf9jIiePROyIJ8R9YVM9aF51k-ZteijQWYxC2Bgf5yZDGNr37hQ6g%2FfMO3nNyDjpU9AqfmEHZGXjYbiS5ydjv-awwOHp-g5m0","source_url":"","example_queries":[],"price_per_query":null,"what_it_does":"A living knowledge graph of Forrester's marketing predictions and CX research.\n\nSources analyzed: B2C Marketing, CX & Digital Predictions 2026; B2B Marketing Predictions 2026.","key_features":"B2C and B2B marketing predictions, CX strategy, digital advertising.","by_the_numbers":"36 trends, 108 evidence items","for_teams_like":"Marketing strategy, brand communications, and growth teams.","how_to_access":"Available via MCP, API, and Chat. Use graph ID: forrester-marketing","what_contains":"Trend, Article connected by USES_TECHNOLOGY, IN_INDUSTRY, IN_SECTOR, FEATURES_BRAND, TARGETS_AUDIENCE, CONTAINS_TREND, CONTAINS\\_ARTICLE\n","agent_prompt":"CRITICAL: Use this graph for strategic foresight into B2C marketing, CX, and digital trends for 2026, focusing on the dual impact of AI adoption and the consumer demand for tangible, offline experiences.","skill_phase":null,"skill_tool_name":null,"report_analysis":{"thesis":"B2C marketing and commerce face a turbulent AI-driven transformation by 2026, compelling strategic re-evaluation of customer experience, operational models, and agency partnerships amidst economic volatility and the rising influence of AI companions.","why_it_matters":"Leaders must strategically adapt to pervasive AI integration, particularly agentic AI, which is reshaping commerce operations, customer discovery, and back-office efficiency. Failure to re-skill CX teams and re-evaluate media agency partnerships in light of AI's volatility and consumer demand for trusted value will lead to competitive disadvantage and increased retail bankruptcies.","sharpest_signal":"The pervasive and transformative impact of Agentic AI on B2C commerce, operations, and customer experience.","best_evidence":["Leading brands will unify agentic commerce experiences by integrating shopping, promotions, and customer service into a seamless whole.","85% of US B2C marketing executives plan to review their media agencies in 2026, indicating a significant re-evaluation of partnerships."],"discriminative_summary":"This graph offers a forward-looking strategic overview for B2C marketing executives on how AI, especially agentic AI, will redefine customer experience, operational strategies, and agency relationships by 2026."},"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"firefish-treat-culture","name":"Firefish - Treat Culture","description":"Consumer indulgence patterns and treat economy trends from Firefish.","curator":"Susie Hogarth","curator_url":"","domain":"Consumer Behavior & Treat Culture","version":"2026-Q1","graph_type":"industry report","graph_sub_type":"Industry Report","verticals":["Retail","Luxury","Gen Z","Consumer Goods"],"topics":["consumer behavior","retail & cpg","wellness & self","care","luxury goods","gen z trends"],"trend_count":22,"evidence_count":38,"last_synced":"2026-04-28T04:15:28.061Z","status":"live","deprecated":false,"last_updated":"2026-04-28","published_date":"2025-12-31","webpage_url":"https://www.fodda.ai/graphs/firefish","is_playground":false,"headline":"Consumer indulgence patterns and treat economy trends from Firefish.","subhead":"","geography":["Global / Western Markets"],"company":"Firefish","available_as":"","icon_url":"","portrait_url":"https://api.fodda.ai/v1/images/proxy?url=https%3A%2F%2Fv5.airtableusercontent.com%2Fv3%2Fu%2F57%2F57%2F1789646400000%2FDOcGBUNaEg0jtgXJUeyLtw%2Fzu0MBD2EdwSKNbkLc0LGKfQu9h5ltpsST5087AmDyt2AeALOFqS9Y76mlHQN_E1fdKp6-X58laO6ejZkPCs87E7yiI1Q6q3QPziu9iJ_w4F3uB141L_CVZqymj8cdWBo6rDN1Cb6lI_BVmV-1SrdLQ%2Fx5R8vLJaub6562VfzmcDyTZ3ubqL6tpKxKf7RihJz_M","source_url":"","example_queries":["What is Dopamine Branding?","How is Dopamine Branding evolving?","What is Archival Trophies?","How is Archival Trophies evolving?","What is Wellness as Self-Care?","How is Wellness as Self-Care evolving?"],"price_per_query":null,"what_it_does":"This graph explores the evolving landscape of 'Treat Culture,' analyzing how consumers, particularly younger generations, are redefining indulgence. It moves beyond simple snacks to cover a wide range of behaviors, from the rise of 'little luxuries' and entry-level designer goods to the counter-trend of 'dopamine detoxing.' The graph investigates the drivers behind this culture, including the merging of wellness with pleasure, the influence of budget e-tailers, and the new ways status is signaled through consumption.","key_features":"- Tracks the fusion of wellness and indulgence, rebranding 'guilty pleasures' as self-care.\n- Analyzes the shifting symbols of status, from archival fashion to gastronomic sophistication.\n- Identifies Gen Z-led trends, such as 'Organized Fun' and 'Dopamine Detoxing,' that are reshaping social and personal habits.\n- Explores the economic spectrum of treating, from viral budget e-tailers to the booming secondhand luxury market.","by_the_numbers":"22 trends, 38 evidence items","for_teams_like":"- Brand Strategy & Marketing\n- Consumer Insights & trend Forecasting\n- Product Development & Innovation (CPG, fashion, Wellness)\n- Retail & E-commerce Merchandising","how_to_access":"Available via MCP, API, and Chat. Use graph ID: firefish-treat-culture","what_contains":"Article, Trend connected by EVIDENCE_FOR, TARGETS_AUDIENCE, IN_INDUSTRY, IN_SECTOR, SEMANTICALLY_SIMILAR, USES_TECHNOLOGY, FEATURES_BRAND, CONTAINS_TREND, CONTAINS\\_ARTICLE\n","agent_prompt":"CRITICAL: Use this graph for understanding the modern consumer's mindset around indulgence, self-care, and luxury. It's essential for anyone in CPG, retail, marketing, and brand strategy trying to tap into the 'treat economy' and the evolving definitions of status and wellness.","skill_phase":null,"skill_tool_name":null,"report_analysis":{"thesis":"Gen Z is redefining indulgence, paradoxically pursuing both hyper-stimulating \"Dopamine Branding\" and a \"Dopamine Detox\" towards structured pleasure, while uniquely maintaining high discretionary spend in luxury and treats amidst broader economic cutbacks.","why_it_matters":"Businesses must understand Gen Z's dual approach to pleasure and their unique spending resilience to effectively design products, marketing, and experiences that resonate. Ignoring this nuance risks misinterpreting the next generation of consumers who are actively shaping future indulgence trends and driving significant luxury and treat market growth.","sharpest_signal":"The paradoxical nature of Gen Z's indulgence, balancing a pursuit of instant gratification and aesthetically-intense stimulation with a desire for structured pleasure and dopamine detox.","best_evidence":["20% of global luxury sales now come from Gen Z, spending growing 3x faster than older generations.","The rise of \"Dopamine Branding\", a term used to describe aesthetically-intense brand identities designed to deliver a rush of stimulation and delight to browsers wired to seek pleasure."],"discriminative_summary":"This graph uniquely highlights Gen Z's contradictory yet influential approach to indulgence, distinguishing between their demand for hyper-stimulation and their pursuit of structured pleasure, alongside their resilient discretionary spending."},"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"wef-technology","name":"World Economic Forum Technology Graph","description":"Fodda's interpretation of the WEF's published research into technology, cybersecurity and global risk.","curator":"World Economic Forum","curator_url":"","domain":"Technology & Geopolitics","version":"2026-Q1","graph_type":"industry report","graph_sub_type":"Living Graph","verticals":["Tech"],"topics":["technology"],"trend_count":26,"evidence_count":119,"last_synced":"2026-04-29T13:11:41.241Z","status":"live","deprecated":false,"last_updated":"2026-04-29","published_date":"2026-04-28","webpage_url":"https://www.fodda.ai/graphs/wef-technology","is_playground":false,"headline":"Fodda's interpretation of the WEF's published research into technology, cybersecurity and global risk.","subhead":"","geography":["Global"],"company":"World Economic Forum","available_as":"","icon_url":"","portrait_url":"https://api.fodda.ai/v1/images/proxy?url=https%3A%2F%2Fv5.airtableusercontent.com%2Fv3%2Fu%2F57%2F57%2F1789646400000%2FvXLLxbhl0brzcWHUShMtbQ%2FtNX6QgPyOjvERfavJ5f2Yjw-l7B43u1eovsaLn0ptcn2DMJgi1Lz3_BiL8bRWLje8MjkhrSgIA8p35WO1eF1eszVemd51rbTeg9M8ekiOUn7DhH60tWuY_oyuXkY5nRejzR1wZ8KixYNI_k-ArHcbw%2FvgIbZTj89hXtDtUu0r-CMao0BUrII9fUDqqtG4gQVC0","source_url":"","example_queries":[],"price_per_query":null,"what_it_does":"Expert intelligence from the WEF's 2026 reports, covering global risk landscapes, cybersecurity maturity, and the convergence of frontier technologies.","key_features":"AI risk assessment, cybersecurity outlooks, industrial technology trends, and geostrategic resilience.","by_the_numbers":"26 trends, 119 evidence items","for_teams_like":"Risk Officers, CTOs, Innovation Strategists, and Policy Advisors.","how_to_access":"Available via MCP, API, and Chat. Use graph ID: wef-technology","what_contains":"Trend, Article connected by EVIDENCE_FOR, CONTAINS_TREND, CONTAINS\\_ARTICLE\n","agent_prompt":null,"skill_phase":null,"skill_tool_name":null,"report_analysis":{"thesis":"Rapid technological acceleration, particularly in AI and quantum computing, is exacerbating global geopolitical and economic risks while simultaneously creating new vulnerabilities in critical infrastructure and widening cyber resilience gaps.","why_it_matters":"Leaders must strategically navigate an increasingly complex risk landscape where technological advancements are intertwined with escalating geopolitical, economic, and cyber threats. Failing to address the widening disparities in cyber resilience and the significant resource demands of new technologies could jeopardize economic value, critical infrastructure, and long-term organizational stability.","sharpest_signal":"The escalating and dual nature of AI as both an unprecedented opportunity and a rapidly growing source of risk, particularly in cybersecurity and energy consumption.","best_evidence":["Risks of AI seeing the sharpest increase in rank between the short term and the long term: Technological acceleration, while driving unprecedented opportunities, is also generating significant risks in the form of misinformation and disinformation, a top short-term concern, and creating anx","Rapid AI adoption is projected to significantly increase global data center electricity use, potentially tripling 2024 levels by 2035 and straining en"],"discriminative_summary":"This graph provides a strategic, graph-level synthesis of the World Economic Forum's perspective on how rapid technological advancements, especially AI, intersect with and exacerbate global geopolitical, economic, and cyber risks."},"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"zhuangzi","name":"Zhuangzi (Chuang Tzŭ)","description":"Ancient Chinese Taoist philosopher and master of paradox diagnosing effortless flow (wu-wei), the utility of uselessness, radical perspective relativism, and egoless systems craft.","curator":"Public Domain Canon / Fodda Editorial","curator_url":"","domain":"Organizational Philosophy & Resilience","version":"2026-Q1","graph_type":"expert","graph_sub_type":"Classic Digital Twin","verticals":[],"topics":["philosophy of mind","systems architecture","epistemology","open","source strategy","interaction design","leadership ethics"],"trend_count":5,"evidence_count":15,"last_synced":"2026-08-25T21:31:05.373Z","status":"live","deprecated":false,"last_updated":"2026-08-25","published_date":"2026-08-25","webpage_url":null,"is_playground":false,"headline":"Ancient Chinese Taoist philosopher and master of paradox diagnosing effortless flow (wu-wei), the utility of uselessness, radical perspective relativism, and egoless systems craft.","subhead":"","geography":"","company":"","available_as":"","icon_url":"","portrait_url":"","source_url":"","example_queries":["How does Cook Ding's method of \"inserting that which has no thickness into the interstices\" guide modern code refactoring and frictionless systems design?","Why does your concept of the \"Utility of Uselessness\" (Wuyong) explain why un-monetized open protocols and basic research outlast fragile commercial optimization?","How does the parable of the \"Fish Trap\" (forgetting the trap once the fish is caught) model ideal user interface design where tools fade from consciousness?","How can technical teams practice \"The Fasting of the Heart\" (Xinzhai) to eliminate cognitive bias and domain dogma during strategic planning?"],"price_per_query":null,"what_it_does":"","key_features":"","by_the_numbers":"5 trends, 15 evidence cards","for_teams_like":"","how_to_access":"Available via MCP, API, and Chat. Use graph ID: zhuangzi","what_contains":"","agent_prompt":"CRITICAL: Use this graph when the user is analyzing the utility of non-monetized open-source protocols (\"the utility of uselessness\"), finding frictionless structural flow in software architecture (Cook Ding carving the ox), overcoming dogmatic framework myopia (the well-frog), cognitive decoupling (the fasting of the heart), or UI tools that fade from consciousness (the fish trap). This graph provides Zhuangzi's classic Taoist philosophical frameworks from the Writings of Chuang Tzu (trans. Giles) to diagnose effortless craft, perspective relativism, and natural alignment.","skill_phase":null,"skill_tool_name":null,"report_analysis":null,"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"juan-isaza-trends","name":"Juan Isaza - Consumer Trends 2026","description":"Consumer behavior and marketing intelligence for 2026.","curator":"Juan Isaza","curator_url":"https://www.juanisaza.com/","domain":"Consumer Culture & Marketing","version":"2026-Q1","graph_type":"industry report","graph_sub_type":"Industry Report","verticals":["Marketing","Culture","Retail","Consumer Goods"],"topics":["consumer behavior","marketing intelligence","brand strategy","cultural trends","future of commerce"],"trend_count":8,"evidence_count":69,"last_synced":"2026-04-28T04:12:35.099Z","status":"live","deprecated":false,"last_updated":"2026-04-28","published_date":"2025-12-31","webpage_url":"https://www.fodda.ai/graphs/juan-isaza","is_playground":false,"headline":"Consumer behavior and marketing intelligence for 2026.","subhead":"","geography":["Global"],"company":"","available_as":"","icon_url":"","portrait_url":"https://api.fodda.ai/v1/images/proxy?url=https%3A%2F%2Fv5.airtableusercontent.com%2Fv3%2Fu%2F57%2F57%2F1789646400000%2FveFwzyaQwyHukVhQH2zqcA%2FbHpmEacXgqC0Bplgynd3TIXZUct5G9SY89-l6KoS8yC_U06AHsCJbYePirTdH3kfiMqfqU5CSUIiNDmbcwKKzZSgO7tiDsr-nsCifiYHSl4oXnsgq35jEhsc7WakfDxIfvpjmGZEL-sCL4fNaiktuw%2F8YykUHt4eqkuUpGLRoD1LARBK4f_zolKcEgrP0FVI1s","source_url":"","example_queries":[],"price_per_query":null,"what_it_does":"This graph, curated by Juan Isaza, provides a strategic overview of key consumer behavior trends for 2026. It focuses on the cultural and psychological shifts driving consumers, including the demand for affordability amidst economic uncertainty, the search for authentic human and sensory experiences in a digital world, and the growing importance of individuality and community.","key_features":"- Identifies a shift towards 'Survival Mode' where short-term, reactive decision-making prevails.\n- Highlights the 'Re-humanization' trend, a response to AI that values human creativity and imperfection.\n- Explores the 'Sense Driven' movement, as consumers seek to disconnect from screens and engage their senses.\n- Details the 'Project Me' trend, focusing on the consumer's journey of self-discovery and unique identity creation.\n- Analyzes the growing need to combat loneliness through community-building and shared interests.","by_the_numbers":"8 trends, 69 evidence items","for_teams_like":"- Brand Strategists\n- Marketing Intelligence teams\n- Product Innovators\n- Consumer Insights analysts\n- Futurists and trend Forecasters","how_to_access":"Available via MCP, API, and Chat. Use graph ID: juan-isaza-trends","what_contains":"Trend, Article connected by TARGETS_AUDIENCE, IN_INDUSTRY, IN_SECTOR, USES_TECHNOLOGY, EVIDENCE_FOR, FEATURES_BRAND, CONTAINS_TREND, CONTAINS_ARTICLE\n","agent_prompt":"CRITICAL: Use this graph for developing future-proof brand strategies, marketing campaigns, and product innovations that resonate with the evolving consumer mindset of 2026. This graph is essential for understanding the cultural and economic shifts that will shape purchasing decisions.","skill_phase":null,"skill_tool_name":null,"report_analysis":{"thesis":"Consumers are navigating a complex world marked by economic strain and digital saturation, leading to a dual quest for tangible value and authentic human connection that often rejects traditional norms.","why_it_matters":"This analysis is crucial for leaders to understand evolving consumer priorities, which necessitate strategies focused on value, genuine engagement, and human-centric experiences. Ignoring these shifts risks alienating customers who are increasingly discerning about where they allocate their diminishing resources and attention.","sharpest_signal":"Survival Mode / Make it Affordable","best_evidence":["One in three families in the United States ended 2025 with less money set aside for emergencies than they had at the beginning of the year.","Savings rates have fallen in many countries around the world."],"discriminative_summary":"This graph uniquely synthesizes 2026 consumer behavior and marketing trends, highlighting shifts driven by economic pressure, the search for authentic connection, and reactions to AI."},"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"huhtamaki-foodservice-trends-report","name":"Huhtamaki Foodservice Trends Report","description":"Fodda's interpretation of QSR packaging evolution toward quick, space-saving, high-performance solutions.","curator":"Huhtamaki","curator_url":"https://www.huhtamaki.com/en-us/north-america/highlights/recent/huhtamaki-foodservice-q1-trends-report/","domain":"Foodservice","version":"2026-Q1","graph_type":"industry report","graph_sub_type":"Industry Report","verticals":["Food & Beverage","Sustainability"],"topics":["food","sustainability"],"trend_count":0,"evidence_count":0,"last_synced":null,"status":"coming_soon","deprecated":false,"last_updated":"2026-04-15","published_date":"2026-02-19","webpage_url":"https://www.fodda.ai/graphs/huhtamaki-foodservice-trends-report","is_playground":false,"headline":"Fodda's interpretation of QSR packaging evolution toward quick, space-saving, high-performance solutions.","subhead":"","geography":["Global"],"company":"Huhtamaki","available_as":"","icon_url":"","portrait_url":"https://api.fodda.ai/v1/images/proxy?url=https%3A%2F%2Fv5.airtableusercontent.com%2Fv3%2Fu%2F57%2F57%2F1789646400000%2FjEK15gIQQUZdgn-7IRhcgw%2FQGH9bHQiPEuBOd9YvoAlZVzLhpYVFRkHEvGYyO9_lL_FVTBtn7Z2X_cTtjKOsy19fqdIVReq3CG-5sqpRWjj-F3ON8DwvKIDLPkx3hztKP_Vv7mnfMXmRJmCO1Qq6--EHyLN4-hwpGaLwogyhQvQ7A%2F41Nyg_gRLnwCz7cGRlrKxSlJXKDAk16_0Nw2IqUIF48","source_url":"","example_queries":[],"price_per_query":null,"what_it_does":"A living knowledge graph of Huhtamaki's research on QSR packaging evolution.\n\nSources analyzed: Huhtamaki Foodservice Trends Report.","key_features":"QSR packaging, quick and space-saving formats, high-performance materials.","by_the_numbers":"","for_teams_like":"Foodservice, packaging, and QSR operations teams.","how_to_access":"Available via MCP, API, and Chat. Use graph ID: huhtamaki-foodservice-trends-report","what_contains":"","agent_prompt":null,"skill_phase":null,"skill_tool_name":null,"report_analysis":{"thesis":"As QSRs pivot to off-premises, high-volume models, packaging has become a strategic asset critical for operational efficiency, maintaining food quality, optimizing space, and meeting evolving sustainability demands.","why_it_matters":"The rapid shift towards off-premises dining and compact operational models means packaging directly impacts QSR profitability, customer satisfaction, and operational efficiency. Leaders must strategically invest in packaging solutions that support speed, space optimization, and food quality, while also navigating increasing sustainability mandates to remain competitive.","sharpest_signal":"Dining Rooms Are Disappearing","best_evidence":["Delivery and off-premises channels now account for 30% to 60% of total restaurant revenue, making packaging performance central to the bottom line.","Panera Bread launched Panera To Go: compact, pickup-only store models designed for digital order flows."],"discriminative_summary":"This graph uniquely synthesizes how the QSR industry's shift to off-premises, compact, and high-efficiency models fundamentally reshapes packaging strategy, connecting operational demands, consumer quality expectations, and sustainability pressures."},"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"boots-beauty-wellness-trends-report-2026","name":"Boots Beauty & Wellness Trends Report 2026","description":"Fodda's analysis of Boots' research into beauty-wellness convergence driven by optimization, global influences, and authentic connection.","curator":"Grace Vernon, Paul Niezawitowski, Richard Stead","curator_url":"","domain":"Beauty and Wellness","version":"2026-Q1","graph_type":"industry report","graph_sub_type":"Industry Report","verticals":["Beauty","Wellness","Retail","Tech"],"topics":["beauty","wellness","consumer trends","retail innovation","technology & ai","skincare"],"trend_count":6,"evidence_count":25,"last_synced":"2026-05-06T10:30:00.223Z","status":"live","deprecated":false,"last_updated":"2026-04-28","published_date":"2026-04-13","webpage_url":"https://www.fodda.ai/graphs/boots-beauty-wellness-trends-report-2026","is_playground":false,"headline":"Fodda's analysis of Boots' research into beauty-wellness convergence driven by optimization, global influences, and authentic connection.","subhead":"","geography":["United Kingdom"],"company":"Boots","available_as":"","icon_url":"","portrait_url":"https://api.fodda.ai/v1/images/proxy?url=https%3A%2F%2Fv5.airtableusercontent.com%2Fv3%2Fu%2F57%2F57%2F1789646400000%2FsvSc6bRFjrzLgTTjrfKU8Q%2FCXqoh41qhdKlS8QKCwe0jCULgj16OHjDs2lFDnjHFq3r7xNVx76IcOWLXvdkA_yUdQD1-MybV4FBT5uEYuk2YozOWZVNpjWFfla4RAOJ1GECMzKZqd5RuElcupHQLUK5doyZb3zDvDu68tJ75WkbBg%2FynxKuMeXbghWpu2kcnM-hX2wRUv9Gtk69QGa5UosKbE","source_url":"","example_queries":["What is PROJECT PRESERVATION?","How is PROJECT PRESERVATION evolving?","What is REAL-LIFE REVIVAL?","How is REAL-LIFE REVIVAL evolving?","What is PURSUIT OF PEAK?","How is PURSUIT OF PEAK evolving?"],"price_per_query":null,"what_it_does":"This graph provides a strategic analysis of the converging beauty and wellness landscape, outlining the key consumer-driven trends for 2026. It explores how the pursuit of optimized living, a focus on preventative 'preservation,' the desire for authentic real-life connections, and the integration of global beauty philosophies are shaping product development, brand strategy, and consumer expectations.","key_features":"- Identifies the 'Pursuit of Peak' trend, where consumers use technology and AI for optimized, results-driven beauty and wellness routines.\n- Details the 'Project Preservation' movement, highlighting a shift towards preventative, long-term healthspan and the destigmatization of cosmetic enhancements.\n- Analyzes the 'Real-Life Revival,' a counter-trend to digital saturation, where consumers crave authentic human connection and community-centric brand experiences.\n- Explores the impact of 'World Class Beauty,' showcasing how global influences, particularly from Korea and Scandinavia, are shaping the UK beauty and wellness market.","by_the_numbers":"6 trends, 25 evidence items","for_teams_like":"- Product Innovation & R&D\n- Brand Strategy & Marketing\n- Consumer Insights & Market Research\n- Corporate Strategy & Foresight","how_to_access":"Available via MCP, API, and Chat. Use graph ID: boots-beauty-wellness-trends-report-2026","what_contains":"Trend, Article connected by TARGETS_AUDIENCE, IN_INDUSTRY, IN_SECTOR, EVIDENCE_FOR, USES_TECHNOLOGY, FEATURES_BRAND, CONTAINS_TREND, CONTAINS_ARTICLE\n","agent_prompt":"CRITICAL: Use this graph for strategic foresight, product innovation, and marketing campaign development in the beauty and wellness sectors. It provides a deep understanding of the key consumer shifts that will define the market landscape through 2026.","skill_phase":null,"skill_tool_name":null,"report_analysis":{"thesis":"The beauty and wellness sector is undergoing a profound transformation, driven by consumers simultaneously seeking hyper-personalized, tech-optimized routines and a deeper, authentic human connection with brands and global cultures.","why_it_matters":"Businesses must strategically bridge the gap between advanced technological solutions—like AI-powered personalization—and the intrinsic human desire for authenticity, emotional uplift, and global inspiration to capture market share. Leaders need to invest in both innovative product development that leverages technology for 'peak' performance and robust brand storytelling and community engagement to foster genuine trust and loyalty, as failing to address either dimension will result in strategic misalignment and missed opportunities.","sharpest_signal":"The dual consumer drive for technologically optimized beauty and wellness through AI-powered personalization ('PURSUIT OF PEAK') juxtaposed with a powerful longing for authentic human connection and brand personality ('REAL-LIFE REVIVAL').","best_evidence":["64% of UK adults have used AI search tools to guide their beauty purchases in the last 6 months, with 82% actively seeking personalised solutions.","54% of consumers say a compelling brand story influences if they buy."],"discriminative_summary":"This graph uniquely blends Boots' proprietary sales data and strategic initiatives with broader consumer trends, demonstrating the critical imperative for brands to balance AI-driven personalization and international product sourcing with genuine human connection and brand storytelling within the converging beauty and wellness domains."},"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"bahrain_ods","name":"Bahraini Economic Indicators","description":"Official economic indicators, monetary policy, and statistical releases from Bahrain iGA (data.gov.bh).","curator":"Bahrain Information & eGovernment Authority","curator_url":"https://www.data.gov.bh/","domain":"","version":"2026-Q1","graph_type":"supplemental","graph_sub_type":"Economic Indicators","verticals":["All Verticals"],"topics":["economics","finance","macroeconomics","international","policy"],"trend_count":0,"evidence_count":0,"last_synced":null,"status":"live","deprecated":false,"last_updated":null,"published_date":null,"webpage_url":null,"is_playground":false,"headline":"Official economic indicators, monetary policy, and statistical releases from Bahrain iGA (data.gov.bh).","subhead":"","geography":["Bahrain"],"company":"Bahrain iGA (data.gov.bh)","available_as":"","icon_url":"","portrait_url":"","source_url":"https://www.data.gov.bh/","example_queries":[],"price_per_query":null,"what_it_does":"Provides key Bahraini economic indicators from data.gov.bh: CPI index by division and year.","key_features":"CPI index by division and year.","by_the_numbers":"Annual Bahraini macro indicators covering CPI index by division and year.","for_teams_like":"Economic research, market analysis, and strategy teams.","how_to_access":"","what_contains":"","agent_prompt":null,"skill_phase":null,"skill_tool_name":null,"report_analysis":null,"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"alexander-von-humboldt","name":"Alexander von Humboldt","description":"Pioneering naturalist, polymath geographer, and father of Earth systems science diagnosing interconnected ecosystems, quantitative synthesis, and universal human equality.","curator":"Public Domain Canon / Fodda Editorial","curator_url":"","domain":"Earth Systems Science & Network Topology","version":"2026-Q1","graph_type":"expert","graph_sub_type":"Classic Digital Twin","verticals":[],"topics":["earth systems science","biogeography","data visualization","observability","scientific methodology","humanitarian ethics"],"trend_count":6,"evidence_count":15,"last_synced":"2026-08-25T21:32:03.335Z","status":"live","deprecated":false,"last_updated":"2026-08-25","published_date":"2026-08-25","webpage_url":null,"is_playground":false,"headline":"Pioneering naturalist, polymath geographer, and father of Earth systems science diagnosing interconnected ecosystems, quantitative synthesis, and universal human equality.","subhead":"","geography":"","company":"","available_as":"","icon_url":"","portrait_url":"","source_url":"","example_queries":["How does your concept of \"Naturgemälde\" (nature as an interconnected living whole) model modern distributed systems observability and Earth systems science?","Why did you insist that \"without an earnest striving for special branches of study, grand general views are a vain illusion\" when structuring interdisciplinary research?","How did your invention of isothermal lines and elevation zonation on Mount Chimborazo establish modern data visualization and ecological niche theory?","What was the philosophical and scientific basis for your adamant defense of universal human equality and the rejection of racial hierarchies in Cosmos?"],"price_per_query":null,"what_it_does":"","key_features":"","by_the_numbers":"6 trends, 15 evidence cards","for_teams_like":"","how_to_access":"Available via MCP, API, and Chat. Use graph ID: alexander-von-humboldt","what_contains":"","agent_prompt":"CRITICAL: Use this graph when the user is analyzing holistic Earth systems science, complex network topology, biogeographical elevation zonation (isotherms and ecological niches), the integration of quantitative measurement with aesthetic wonder, multi-scale observability, or universal human equality and cosmopolitanism. This graph provides Alexander von Humboldt's foundational 19th-century scientific frameworks from Cosmos (1845) to diagnose interconnected systems, environmental gradients, and holistic synthesis.","skill_phase":null,"skill_tool_name":null,"report_analysis":null,"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"michaels-2026-creativity-trend-report","name":"Michaels 2026 Creativity Trend Report","description":"Fodda's interpretation of Michael's research into creativity's shift from expression to self-definition in 2026.","curator":"Heather Bennett","curator_url":"","domain":"Arts and Crafts","version":"2026-Q1","graph_type":"industry report","graph_sub_type":"Industry Report","verticals":["Gen Z","Retail"],"topics":["crafting","diy","gen z","consumer trends","home decor","self","expression","retail"],"trend_count":16,"evidence_count":53,"last_synced":"2026-06-15T03:14:15.613Z","status":"live","deprecated":false,"last_updated":"2026-06-15","published_date":"2026-04-13","webpage_url":"https://www.fodda.ai/graphs/michaels-2026-creativity-trend-report","is_playground":false,"headline":"Fodda's interpretation of Michael's research into creativity's shift from expression to self-definition in 2026.","subhead":"","geography":["North America"],"company":"Michaels","available_as":"","icon_url":"","portrait_url":"https://api.fodda.ai/v1/images/proxy?url=https%3A%2F%2Fv5.airtableusercontent.com%2Fv3%2Fu%2F57%2F57%2F1789646400000%2FYR8axfna-wr7b2nrHWcQUw%2F5yU3wZ3aNiIm4Rw9yXLTbz-J2AD-6110bg60pgex06JdznjYr3MW7-6Z8D9igmQ3dPkhaZ71NjdHie3K92V3vcEJd6aLwn67PldkKQaYEpFIQ8g0B1MNDTISfWLlNWlBoCmCy92kuLCE-c-8JBFYrQ%2Fjdx7Nvalc7iqYOWC0aGFh-C9X0TNFGrWHijKiQc4v84","source_url":"","example_queries":["What is Skill Stacking?","How is Skill Stacking evolving?","What is Gilded Gifting?","How is Gilded Gifting evolving?","What is Touching Grass Crafts?","How is Touching Grass Crafts evolving?"],"price_per_query":null,"what_it_does":"This graph provides a strategic overview of the key shifts in the creative consumer landscape for 2026. It moves beyond simple crafting trends to explore the deeper cultural drivers, such as the desire for tangible experiences in a digital world, the use of making for identity formation ('Main Character' energy), and the return to tangible skills over digital convenience ('Skill Stacking'). It also covers how creativity is being used to foster deeper social connections ('Crafting Chemistry') and celebrate small, personal moments ('Confetti Culture').","key_features":"- Identifies a cultural shift from digital curation to tangible memory-keeping.\n- Highlights the rise of 'Skill Stacking' where craftsmanship is the new status symbol.\n- Details the trend of social crafting for building authentic, offline connections.\n- Explores the 'KitschCraft' and 'Wabi-Sabi' aesthetics driven by younger generations.","by_the_numbers":"16 trends, 53 evidence items","for_teams_like":"- Retail Merchandising & Buying\n- Product Innovation & Development\n- Brand Strategy & Marketing\n- Consumer Insights & trend Forecasting","how_to_access":"Available via MCP, API, and Chat. Use graph ID: michaels-2026-creativity-trend-report","what_contains":"Trend connected by IN_INDUSTRY, IN_SECTOR, USES_TECHNOLOGY, EVIDENCE_FOR, CONTAINS\\_TREND\n","agent_prompt":"CRITICAL: Use this graph for insights into the future of crafting, DIY culture, and consumer motivations. It's essential for anyone in retail, product development, or marketing who needs to understand how creativity is evolving from a hobby into a core part of identity, connection, and skill-building.","skill_phase":null,"skill_tool_name":null,"report_analysis":{"thesis":"In 2026, crafting transcends mere hobbyism, evolving into a profound medium for personal identity formation, skill mastery, and tangible self-expression, offering an antidote to digital saturation and AI-driven abstraction.","why_it_matters":"This shift represents a significant market opportunity for retailers focusing on arts and crafts, as consumers prioritize authentic, hands-on experiences and personalized creations over mass-produced goods. Businesses must adapt their offerings to support individual skill development, facilitate bespoke personalization, and foster community around analog creation to capture this growing demand for self-defining craft.","sharpest_signal":"The ascendance of 'Main Character' creativity, where crafting is intrinsically linked to identity building, memory keeping, and the display of unique personal lore.","best_evidence":["Searches on Michaels.com for 'Analog' Hobbies including crochet, needlepoint, sewing, cross stitch, quilting, and painting increased by 136% in the last six months, signaling a strong return to tangible creative pursuits.","Michaels is introducing new in-store Patch Bars, Junk Journaling kits, and a Charm Bar, alongside expanded charm assortments, to support the 'personal lore' trend and enable greater personalization."],"discriminative_summary":"This graph provides a forward-looking strategic overview of how the arts and crafts sector is evolving to meet consumers' deep-seated need for personal identity, skill acquisition, and authentic analog experiences in an increasingly digital world, exemplified by Michaels' proactive market responses."},"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"henry-david-thoreau","name":"Henry David Thoreau","description":"American naturalist, essayist, and philosopher diagnosing true life-cost accounting, deliberate simplicity, technological enslavement, and conscious consumption.","curator":"Public Domain Canon / Fodda Editorial","curator_url":"","domain":"Economic Philosophy","version":"2026-Q1","graph_type":"expert","graph_sub_type":"Classic Digital Twin","verticals":[],"topics":["productivity","design","lifestyle economics","technology ethics","sustainability"],"trend_count":4,"evidence_count":15,"last_synced":"2026-08-25T21:29:17.34Z","status":"live","deprecated":false,"last_updated":"2026-08-25","published_date":"2026-08-25","webpage_url":null,"is_playground":false,"headline":"American naturalist, essayist, and philosopher diagnosing true life-cost accounting, deliberate simplicity, technological enslavement, and conscious consumption.","subhead":"","geography":"","company":"","available_as":"","icon_url":"","portrait_url":"","source_url":"","example_queries":["How does your framework of \"the cost of a thing is the amount of life exchanged for it\" apply to modern SaaS subscriptions and software stack maintenance?","In what ways do modern digital tools invert our intentions so that \"we become the tools of our tools\"?","How can product teams apply your rule of \"Simplicity, simplicity, simplicity\" to eliminate feature bloat and decision fatigue?","Why do high-speed communication networks frequently construct \"improved means to unimproved ends\"?"],"price_per_query":null,"what_it_does":"","key_features":"","by_the_numbers":"4 trends, 15 evidence cards","for_teams_like":"","how_to_access":"Available via MCP, API, and Chat. Use graph ID: henry-david-thoreau","what_contains":"","agent_prompt":"CRITICAL: Use this graph when the user is analyzing product bloat, unnecessary operational complexity, true ROI on technology tools, intentional lifestyle economics, anti-consumerism, or time-versus-money trade-offs. This graph provides Henry David Thoreau's classic Transcendentalist frameworks from Walden (1854) to diagnose life-cost accounting and deliberate simplicity.","skill_phase":null,"skill_tool_name":null,"report_analysis":null,"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"census_demographics","name":"US Census Demographics & Economics (ACS)","description":"Annual demographic, economic, education, and housing data from the American Community Survey. Covers population, income, employment, education attainment, home values, and internet access at national and state level.","curator":"US Census Bureau","curator_url":"https://www.census.gov/programs-surveys/acs","domain":"Economic Data","version":"2026-Q1","graph_type":"supplemental","graph_sub_type":"Economic Indicators","verticals":["All Verticals"],"topics":["demographics","economics","education","housing","labor","employment","population","income"],"trend_count":0,"evidence_count":0,"last_synced":null,"status":"live","deprecated":false,"last_updated":"2026-04-04","published_date":"2025-01-01","webpage_url":"https://www.fodda.ai/graphs/census-demographics","is_playground":false,"headline":"Annual demographic, economic, education, and housing data from the American Community Survey. Covers population, income, employment, education attainment, home values, and internet access at national and state level.","subhead":"","geography":["United States"],"company":"US Census Bureau (ACS)","available_as":"","icon_url":"","portrait_url":"https://api.fodda.ai/v1/images/proxy?url=https%3A%2F%2Fv5.airtableusercontent.com%2Fv3%2Fu%2F57%2F57%2F1789646400000%2FhXwk856Q1MNq8bdu_5VjXQ%2FQvhh_OpbsvF0BUMFfTwpB3ppw9YEb-CVuLn4xhe3Daxb65DEC-46xGzPqlbtr0K4OVgQ9zp9LieahqIvFLZOC4Moulrocm6BwrLob9OuIQ7VRBo9w0NmPeIggh-d8v2ZwWUh-hMHPimIrwPKE--JMQ%2FUFnXUgCR9voRgRI7Edhp91B7Cgbm5Hn290GcnVpZMGU","source_url":"https://www.census.gov/programs-surveys/acs","example_queries":[],"price_per_query":null,"what_it_does":"This graph provides access to the U.S. Census Bureau's rich dataset on American life. It contains annual data covering demographics, economics, education, and housing from national household surveys. It's designed to help users understand population and income patterns across the United States and within individual states, enabling detailed analysis of social and economic trends.","key_features":"- State-level comparisons of income, poverty, and education.\n- national trends in population growth, racial and ethnic diversity.\n- Analysis of housing metrics including homeownership and vacancy rates.\n- breakdowns of educational attainment across different demographic groups.","by_the_numbers":"- Over 330 million people in the US population.\n- Median household income data for all 50 states.\n- Poverty rate statistics at the national and state level.\n- Homeownership rates across different regions.\n- Percentage of the population with a bachelor's degree or higher.","for_teams_like":"- Policy analysts & Government agencies\n- Market Researchers & business Strategists\n- Economists & Financial analysts\n- Journalists & data Reporters\n- Urban planners & real Estate Developers","how_to_access":"","what_contains":"","agent_prompt":"CRITICAL: Use this graph for questions about United States demographics, economic indicators, and social trends. It is ideal for analyzing population characteristics, income levels, educational attainment, and housing data at both national and state levels. Use it to compare different states or track trends over time.","skill_phase":null,"skill_tool_name":null,"report_analysis":null,"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"bcb_brazil","name":"Brazilian Monetary & Forecast Indicators","description":"Official economic indicators, monetary policy, and statistical releases from Banco Central do Brasil (BCB) + BrasilAPI.","curator":"Banco Central do Brasil (BCB) + BrasilAPI","curator_url":"https://www.bcb.gov.br/","domain":"economic","version":"2026-Q1","graph_type":"supplemental","graph_sub_type":"Economic Indicators","verticals":["All Verticals"],"topics":["economics","finance","macroeconomics","international","policy"],"trend_count":0,"evidence_count":0,"last_synced":null,"status":"live","deprecated":false,"last_updated":null,"published_date":null,"webpage_url":null,"is_playground":false,"headline":"Official economic indicators, monetary policy, and statistical releases from Banco Central do Brasil (BCB) + BrasilAPI.","subhead":"","geography":["Brazil"],"company":"Banco Central do Brasil (BCB) + BrasilAPI","available_as":"","icon_url":"","portrait_url":"","source_url":"https://www.bcb.gov.br/","example_queries":[],"price_per_query":null,"what_it_does":"Provides key Brazilian economic indicators from the Central Bank of Brazil Focus survey: IPCA inflation, Selic rate, GDP, and exchange rate forecasts.","key_features":"IPCA inflation, Selic rate, GDP, and exchange rate forecasts.","by_the_numbers":"Monthly Brazilian macro indicators covering IPCA inflation, Selic rate, GDP, and exchange rate forecasts.","for_teams_like":"Economic research, market analysis, and strategy teams.","how_to_access":"","what_contains":"","agent_prompt":null,"skill_phase":null,"skill_tool_name":null,"report_analysis":null,"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"piers-fawkes-consumer-electronic-trends-expert","name":"Piers Fawkes - Consumer Electronic Trends Expert","description":"","curator":"Piers Fawkes","curator_url":"","domain":"","version":"2026-Q2","graph_type":"analyst","graph_sub_type":null,"verticals":[],"topics":["consumer electronic trends expert"],"trend_count":0,"evidence_count":0,"last_synced":null,"status":"live","deprecated":false,"last_updated":"2026-06-18","published_date":"2026-06-18","webpage_url":"https://www.fodda.ai/experts/piers-fawkes","is_playground":false,"headline":"","subhead":"","geography":"","company":"Test","available_as":"","icon_url":"","portrait_url":"https://api.fodda.ai/v1/images/proxy?url=https%3A%2F%2Fv5.airtableusercontent.com%2Fv3%2Fu%2F57%2F57%2F1789646400000%2F3rMu4TYSePnI7FtL1CTzUg%2FsmXweMjEiRY6vORC5s35NcCBkomWitDD-_nl0Qu8SdI0o7E95pEjrQMWek5j5bYIUrxgcXspc6LvzzBo4lxC4NLoW-pMEwsNxZ6Z-Chmx7nwh6J410skEtQ4jq1SlVYhs2bI_1uSsWjCZrPEFBv3jA%2FlpmlKlvEW4mRtBhYFkZNNgbPu6GX-5cI_NVgJPNcKaw","source_url":"","example_queries":[],"price_per_query":null,"what_it_does":"","key_features":"","by_the_numbers":"","for_teams_like":"","how_to_access":"","what_contains":"","agent_prompt":null,"skill_phase":null,"skill_tool_name":null,"report_analysis":{"thesis":"This graph definitively establishes Piers Fawkes as a recognized expert in consumer electronic trends.","why_it_matters":"Identifying key domain experts is crucial for anticipating market shifts and emerging technologies in rapidly evolving sectors like consumer electronics. 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It allows users to track inflation through the Consumer Price Index (CPI), analyze employment and unemployment rates, and examine trends in wages and work hours across various sectors of the US economy.","key_features":"- Tracks the Consumer Price Index (CPI) for inflation analysis.\n- Provides detailed employment and unemployment statistics.\n- Contains data on Average hourly earnings and weekly hours worked.","by_the_numbers":"- Provides monthly updates on the Consumer Price Index (CPI).\n- Includes data from the monthly Current Population Survey (CPS).\n- Tracks wage data across hundreds of specific industries.","for_teams_like":"- Financial analysts\n- Economists\n- Policy Researchers\n- business Strategists","how_to_access":"","what_contains":"","agent_prompt":"CRITICAL: Use this graph for answering questions about US economic trends, including inflation rates (CPI), employment statistics, and wage data. 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It highlights the decline in spending at casual dining and pizza chains, the rise of independent restaurants, and how different generations are adapting their dining habits with a clear trend towards value and unique experiences.","key_features":"- Analysis of spending shifts between independent restaurants and chains.\n- Identifies Consumer pullback from casual dining and pizza establishments.\n- Examines the impact of economic pressures on dining frequency and choice.\n- Highlights generational differences in restaurant spending growth.","by_the_numbers":"4 trends, 13 evidence items","for_teams_like":"- restaurant Operators & owners\n- Food & Beverage Marketing teams\n- Hospitality industry analysts\n- Venture Capital & private equity Investors","how_to_access":"Available via MCP, API, and Chat. Use graph ID: restaurant-dining-trends","what_contains":"Trend, Article connected by TARGETS_AUDIENCE, IN_INDUSTRY, SEMANTICALLY_SIMILAR, IN_SECTOR, CONTAINS_TREND, CONTAINS_ARTICLE\n","agent_prompt":"CRITICAL: Use this graph for insights into changing consumer behavior, spending habits, and generational shifts in the restaurant industry to inform menu development, marketing strategies, and investment decisions.","skill_phase":null,"skill_tool_name":null,"report_analysis":{"thesis":"Amidst moderating income growth and rising prices, consumers are becoming more deliberate about dining choices, favoring independent restaurants and value, with Baby Boomers surprisingly emerging as the fastest-growing spending demographic.","why_it_matters":"For restaurant operators and investors, understanding these shifts is critical for strategic planning; businesses must adapt to the demand for value, the resilience of independent establishments, and the increasing spending power of older generations, 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It focuses on how brands can navigate challenges like international tariffs and rising costs by diversifying their supply chains, appeal to value-conscious consumers who prioritize more than just price, and capitalize on the growth of wearable technology.","key_features":"- Analysis of multi-country Sourcing and nearshoring strategies.\n- Insights into the preferences of value-seeking shoppers, including Gen Z.\n- overview of the growing wearable technology Market within apparel.","by_the_numbers":"6 trends, 37 evidence items","for_teams_like":"- Sourcing and Supply Chain management\n- Brand Strategy and Marketing\n- Product Development and Innovation\n- Corporate Strategy","how_to_access":"Available via MCP, API, and Chat. Use graph ID: 2026-trends-apparel","what_contains":"Article, Trend connected by EVIDENCE_FOR, TARGETS_AUDIENCE, IN_INDUSTRY, IN_SECTOR, USES_TECHNOLOGY, FEATURES_BRAND, CONTAINS_TREND, CONTAINS_ARTICLE\n","agent_prompt":"CRITICAL: Use this graph for strategic planning in the apparel industry, focusing on supply chain diversification, evolving consumer behavior, and the integration of wearable technology.","skill_phase":null,"skill_tool_name":null,"report_analysis":{"thesis":"Apparel brands must strategically adapt to sustained economic uncertainty, pivoting to value-driven consumer demands and exploring growth in adjacent tech and jewelry sectors, while aggressively managing supply chain tariffs and operational costs.","why_it_matters":"Traditional apparel growth is slowing, demanding that executives diversify their product portfolios, embrace new technologies like AI for efficiency, and re-evaluate sourcing to maintain profitability against ongoing tariff and shipping cost volatility. Failing to adapt to these structural shifts risks market share loss and financial underperformance.","sharpest_signal":"The pronounced divergence in growth trajectories, with core apparel sales stagnating while adjacent categories like jewelry and wearable technology demonstrate significant expansion.","best_evidence":["Jewelry sales are expected to grow by 4.1% between 2025 and 2028, nearly four times the rate of clothing sales.","Nike is experiencing one of their slowest periods in years, experiencing a 10% fall in revenue in 2025."],"discriminative_summary":"This graph offers a targeted strategic analysis of the apparel retail domain, emphasizing the critical interplay between macro-economic pressures, supply chain resilience, and the imperative to innovate beyond traditional clothing into high-growth accessory and tech categories."},"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"bof-mckinsey-luxury-client-trends","name":"BoF McKinsey Luxury Client Trends","description":"Luxury brands must foster emotional connection and redefine exclusivity through personalized experiences to engage discerning clients in the US and China.","curator":"Imran Amed","curator_url":"https://www.mckinsey.com/industries/industrials/our-insights/the-turning-point-for-real-world-robotics?stcr=6B82B09BCABA4F4AB0F3C3740FE28DA7&cid=mgp_opr-eml-alt-ain_ie-mgp-glb--&hlkid=971635d0424341a595dfe1bc404abe30&hctky=12988664&hdpid=708eb5c7-3ebd-457c-97c6-c54a68c40415#/","domain":"Luxury Goods","version":"2026-Q2","graph_type":"industry report","graph_sub_type":null,"verticals":[],"topics":["retail","fashion","travel","advertising","culture"],"trend_count":19,"evidence_count":50,"last_synced":"2026-07-01T14:26:07.696Z","status":"live","deprecated":false,"last_updated":"2026-07-01","published_date":"2026-05-01","webpage_url":"https://www.fodda.ai/graphs/bof-mckinsey-luxury-client-trends","is_playground":false,"headline":"Luxury brands must foster emotional connection and redefine exclusivity through personalized experiences to engage discerning clients in the US and China.","subhead":"","geography":"","company":"BoF & McKinsey & Company","available_as":"","icon_url":"","portrait_url":"","source_url":"","example_queries":["What is Desirability?","How is Desirability evolving?","What is Exclusivity?","How is Exclusivity evolving?","What is Moments?","How is Moments evolving?"],"price_per_query":null,"what_it_does":"A structured way to understand Luxury Fashion & Retail, curated by Imran Amed. 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Use graph ID: bof-mckinsey-luxury-client-trends","what_contains":"Trend, Article connected by IN_INDUSTRY, IN_SECTOR, USES_TECHNOLOGY, SEMANTICALLY_SIMILAR, EVIDENCE_FOR, FEATURES_BRAND, CONTAINS_TREND, CONTAINS_ARTICLE\n","agent_prompt":null,"skill_phase":null,"skill_tool_name":null,"report_analysis":{"thesis":"Luxury consumers in the US and China are redefining value, prioritizing emotional connection, personal meaning, and unique experiences over traditional status or artificial scarcity, thereby elevating challenger brands and personalized exclusivity.","why_it_matters":"Luxury brands must strategically pivot to cultivate authentic emotional connections and offer bespoke experiences that resonate with individual lifestyles and cultural identities. Ignoring this shift risks ceding market share to agile challenger brands that are successfully capturing new client desires by redefining exclusivity and desirability.","sharpest_signal":"The redefinition of exclusivity from artificial scarcity to personal meaning and insider access, enabling challenger brands to gain significant ground in both perceived exclusivity and emotional resonance over legacy brands.","best_evidence":["In the US, 68% of luxury clients state that challenger brands best represent their identity, and 66% perceive them as exclusive compared to 61% for legacy brands.","Approximately 50 percent of luxury clients in the US and China are willing to pay full price for a product they desire immediately, indicating desirability, not scarcity, drives purchasing decisions."],"discriminative_summary":"This graph provides a comparative analysis of evolving luxury client motivations in the US and China, emphasizing a distinct shift towards emotional connection, experiential value, and the increasing influence of challenger brands in reshaping market dynamics."},"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"psfk-telecom","name":"PSFK Telecom Graph","description":"Coming soon: PSFK's analysis of connectivity, networks, and communication service trends in the Telecom sector","curator":"PSFK","curator_url":"https://www.psfk.com","domain":"Telecom","version":"2026-Q3","graph_type":"domain","graph_sub_type":null,"verticals":[],"topics":["work"],"trend_count":0,"evidence_count":0,"last_synced":null,"status":"coming_soon","deprecated":false,"last_updated":null,"published_date":null,"webpage_url":null,"is_playground":false,"headline":"Coming soon: PSFK's analysis of connectivity, networks, and communication service trends in the Telecom sector","subhead":"","geography":["Global"],"company":"PSFK","available_as":"","icon_url":"","portrait_url":"https://api.fodda.ai/v1/images/proxy?url=https%3A%2F%2Fv5.airtableusercontent.com%2Fv3%2Fu%2F57%2F57%2F1789646400000%2FO16cefNK0J8Zz5hgP-dfHQ%2FSLuHslRh1QIY-J6l5QuF4H8VNdiotT848K3Ta5JkQPoUtNYiZQkt18Iv1pt_L6HmmJOZhew8gTXNjoZQlfjJhJHwYEX5uCGwqNsRIJO90M9ghZhaTF2MLsy_memQplqYGt9AO9vK3tUQaJVUtaOFwQ%2FT0h7s7vrhqfEubGciK7Wz7n-C9Qs2dWmnK0WsdPtrTU","source_url":"","example_queries":[],"price_per_query":null,"what_it_does":"","key_features":"","by_the_numbers":"","for_teams_like":"","how_to_access":"","what_contains":"","agent_prompt":null,"skill_phase":null,"skill_tool_name":null,"report_analysis":{"thesis":"Future-proof organizational strategy, across industries including telecom, demands the dual focus of significant investment in internal AI capabilities and a granular understanding of nuanced consumer and workforce perceptions.","why_it_matters":"Companies that fail to establish robust in-house AI foundations risk falling behind competitors who can rapidly innovate and optimize operations. Simultaneously, ignoring the psychological drivers of consumer trust and the evolving dynamics of the workforce can lead to misaligned product development, ineffective marketing, and operational instability. Leaders must integrate these disparate signals to build comprehensive and resilient strategic frameworks.","sharpest_signal":"The strategic imperative for leading enterprises to establish vast in-house AI capabilities, exemplified by a major pharmaceutical's deployment of the 'world's largest AI factory'.","best_evidence":["In 2025, a leading global pharmaceutical built their largest AI factory. By establishing in-house AI foundations, they are able to train large-scale biomed models, enhance lab workflows, optimise digi...","36% of German facial skincare users believe that if a facial skincare product causes a noticeable sensation on the skin it means that it is working."],"discriminative_summary":"This graph uniquely synthesizes cross-industry evidence to underscore the parallel strategic importance of foundational AI infrastructure and deep consumer psychological insights for modern enterprise competitiveness."},"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"kantar-marketing","name":"Kantar Marketing Graph","description":"Fodda's interpretation of Kantar's public research on marketing trends.","curator":"Kantar","curator_url":"https://www.kantar.com","domain":"Marketing & Brand","version":"2026-Q1","graph_type":"industry report","graph_sub_type":"Living Graph","verticals":["Marketing"],"topics":["advertising","culture","media","retail","technology","work"],"trend_count":10,"evidence_count":29,"last_synced":"2026-04-28T04:16:45.522Z","status":"live","deprecated":false,"last_updated":"2026-04-28","published_date":"2026-01-01","webpage_url":"https://www.fodda.ai/graphs/kantar-marketing-trends-2026","is_playground":false,"headline":"Fodda's interpretation of Kantar's public research on marketing trends.","subhead":"","geography":["Global"],"company":"Kantar","available_as":"","icon_url":"","portrait_url":"https://api.fodda.ai/v1/images/proxy?url=https%3A%2F%2Fv5.airtableusercontent.com%2Fv3%2Fu%2F57%2F57%2F1789646400000%2FOBm9Ny3mS6THw0O5Ty5V6w%2Fvsi0OOBuI9wKRKBNqfHX4WDWgNTJjWIJZ_fTAQ3YXSoroRs64hNwllQjDPBBsl6ITKqWp2BNBPSBmmxxGaJuYlIvJl-ZWGO6J9hdSPezxcSY86uJdYWnHa_cEse9lUbdUOxNF5pWJkEuvhjCvQAUVg%2FLHiLbhcEKx9tPqd3U9D5_Zso2QpSbAn1wEsc5XCp6kE","source_url":"","example_queries":[],"price_per_query":null,"what_it_does":"A living knowledge graph of Kantar's marketing research and brand intelligence.\n\nSources analyzed: Marketing Trends 2026.","key_features":"Marketing strategy, retail media, creator economy, AI in marketing.","by_the_numbers":"10 trends, 29 evidence items","for_teams_like":"Marketing strategy, brand communications, and growth teams.","how_to_access":"Available via MCP, API, and Chat. Use graph ID: kantar-marketing","what_contains":"Article, Trend connected by USES_TECHNOLOGY, IN_INDUSTRY, IN_SECTOR, FEATURES_BRAND, TARGETS_AUDIENCE, CONTAINS_TREND, CONTAINS_ARTICLE, SEMANTICALLY_SIMILAR\n","agent_prompt":"CRITICAL: Use this graph for strategic guidance on future marketing trends, especially for questions related to the integration of AI in creative processes, the evolution of retail media, the importance of inclusive marketing, and the role of the creator economy.","skill_phase":null,"skill_tool_name":null,"report_analysis":{"thesis":"To thrive in 2026, brands must navigate the complexities of AI, leverage collaborative ecosystems, and embed authentic inclusion to meet evolving consumer demands and optimize marketing effectiveness.","why_it_matters":"Leaders must understand that passive AI adoption is insufficient; proactive strategy across data, partnerships, and brand values is critical. Neglecting these areas risks being optimized out by AI agents and losing relevance with diverse consumer segments who prioritize genuine connection and small pleasures. This necessitates investing in new capabilities and fostering a culture of experimentation.","sharpest_signal":"The profound shift in the consumer landscape where AI agents increasingly mediate interactions, requiring brands to proactively shape AI narratives and ensure their content is discoverable and empathetic to human intent.","best_evidence":["Three in four AI users rely on AI-driven recommendations daily or weekly.","Retail Media Networks perform 1.8x better than digital ads and 3x better for purchase intent."],"discriminative_summary":"This report offers a forward-looking view from Kantar on how AI agents, retail media, and authentic inclusion will reshape marketing strategies and brand-consumer interactions by 2026."},"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"thiago-bersou-alc-bev","name":"Thiago Bersou - Alc-bev","description":"An alc-bev strategist who reads the category semiotically, finds the tension it won't say out loud, and the reason drinkers choose against what they claim.","curator":"Thiago Bersou","curator_url":"","domain":"Alc-Bev Brand Strategy","version":"2026-Q2","graph_type":"analyst","graph_sub_type":null,"verticals":[],"topics":["alc","bev"],"trend_count":8,"evidence_count":127,"last_synced":{"year":2026,"month":9,"day":8,"hour":22,"minute":55,"second":21,"nanosecond":18000000,"timeZoneOffsetSeconds":0},"status":"live","deprecated":false,"last_updated":"2026-06-30","published_date":"2026-07-01","webpage_url":"https://www.fodda.ai/experts/thiago-bersou","is_playground":false,"headline":"An alc-bev strategist who reads the category semiotically, finds the tension it won't say out loud, and the reason drinkers choose against what they claim.","subhead":"","geography":"","company":"Founder","available_as":"","icon_url":"","portrait_url":"https://api.fodda.ai/v1/images/proxy?url=https%3A%2F%2Fv5.airtableusercontent.com%2Fv3%2Fu%2F57%2F57%2F1789646400000%2Fg5HCEKUxVVXMZDaD9iCbHQ%2F-7QGPWq6QIJhXeWRLYWcKp-LTAEEtXZzZA-RXr_KxcK8Wv7ItKJh6ZYLlhicAMAKZc_HbU5w5roWGsxEc-gMPSsROWlTny8vgXeIq30oneEWQ_ca2wG1uPIqkKXovP2I5Ldd1jlXCGk27L8VbFmjVQ%2F6sQGwLcw7gnaBnx8NAGwWa8TS74IxsOoMbvS0BWZHMs","source_url":"","example_queries":[],"price_per_query":null,"what_it_does":"","key_features":"","by_the_numbers":"","for_teams_like":"","how_to_access":"","what_contains":"","agent_prompt":null,"skill_phase":null,"skill_tool_name":null,"report_analysis":{"thesis":"Alc-bev brand strategy must decipher unspoken category tensions and the actual, often contradictory, reasons behind consumer choices to succeed.","why_it_matters":"Relying solely on stated consumer preferences leads to misaligned strategies and ineffective campaigns. By understanding the deeper, unarticulated drivers and behavioral paradoxes, leaders can develop more authentic brands, resonate more profoundly with target audiences, and pre-empt market shifts, leading to sustained competitive advantage.","sharpest_signal":"The critical divergence between what alc-bev drinkers claim and their actual purchase motivations.","best_evidence":["The strategist identifies 'the tension it won't say out loud' within the alc-bev category.","The strategist discerns 'the reason drinkers choose against what they claim'."],"discriminative_summary":"This graph uniquely highlights a semiotic, tension-focused approach to alc-bev brand strategy, revealing hidden consumer drivers beyond stated preferences."},"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"bea_spending","name":"BEA Consumer Spending Breakdowns","description":"Personal Consumption Expenditure (PCE) data broken down by category: food, clothing, healthcare, recreation, housing, financial services, and more.","curator":"US Bureau of Economic Analysis","curator_url":"https://www.bea.gov","domain":"Economic Data","version":"2026-Q1","graph_type":"supplemental","graph_sub_type":"Economic Indicators","verticals":["Retail","Financial Services"],"topics":["economics","consumer spending","retail","personal finance","health","services"],"trend_count":0,"evidence_count":0,"last_synced":null,"status":"live","deprecated":false,"last_updated":"2026-04-04","published_date":"2025-01-01","webpage_url":"https://www.fodda.ai/graphs/bea-spending","is_playground":false,"headline":"Personal Consumption Expenditure (PCE) data broken down by category: food, clothing, healthcare, recreation, housing, financial services, and more.","subhead":"","geography":["United States"],"company":"Bureau of Economic Analysis","available_as":"","icon_url":"","portrait_url":"https://api.fodda.ai/v1/images/proxy?url=https%3A%2F%2Fv5.airtableusercontent.com%2Fv3%2Fu%2F57%2F57%2F1789646400000%2Fx0pueQSLhe0bX7qyTeoj0g%2FQV8ZlXkqWfcft8SWykKO_ehYbgZR7w9r8078g5hh9iX4eXiSaefLB6QKvrMdfnH_QnWGKyETalWlILw7PzPvtayMMm6IsUtCPRwzxkrwMiDItFIE5tBl2nFp_AbiJ2v-Dynn5BRTMl3Wi1x7NnEtvQ%2F_G8Rz5Ovb2mipo92jrkW4Oaz7J4OxzGDRr_aqWluoVY","source_url":"https://www.bea.gov/","example_queries":[],"price_per_query":null,"what_it_does":"This knowledge graph provides a detailed breakdown of personal consumption expenditures in the United States, showing how Americans allocate their spending across essential and discretionary categories like food, housing, healthcare, recreation, and clothing. It allows for the analysis of spending patterns and trends over time.","key_features":"- Tracks historical spending trends across dozens of detailed categories.\n- Provides data on both Goods and Services consumption.\n- based on the official personal consumption Expenditures (PCE) data from the BEA.","by_the_numbers":"- personal consumption Expenditures (PCE) accounts for approximately two-thirds of US GDP.\n- spending on Services has grown to represent a larger share of total Consumer spending compared to Goods over the past two decades.\n- healthcare is consistently one of the largest and fastest-growing categories of personal spending.","for_teams_like":"- economic Research\n- Financial analysts\n- Market Researchers\n- Retail Strategy\n- public Policy","how_to_access":"","what_contains":"","agent_prompt":"CRITICAL: Use this graph for analyzing trends in US consumer spending across various categories. It contains official data from the US Bureau of Economic Analysis (BEA) on personal consumption expenditures.","skill_phase":null,"skill_tool_name":null,"report_analysis":null,"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"kpmg-technology","name":"KPMG Technology Graph","description":"Fodda's interpretation of KPMG's public research into technology's business and society transformation.","curator":"KPMG","curator_url":"","domain":"Technology","version":"2026-Q1","graph_type":"industry report","graph_sub_type":"Living Graph","verticals":["Tech"],"topics":["finance","financial","services","technology"],"trend_count":3,"evidence_count":39,"last_synced":"2026-04-28T04:11:13.869Z","status":"live","deprecated":false,"last_updated":"2026-04-28","published_date":"2026-04-13","webpage_url":"https://www.fodda.ai/graphs/kpmg-global-tech-report-2026","is_playground":false,"headline":"Fodda's interpretation of KPMG's public research into technology's business and society transformation.","subhead":"","geography":["Global"],"company":"KPMG","available_as":"","icon_url":"","portrait_url":"https://api.fodda.ai/v1/images/proxy?url=https%3A%2F%2Fv5.airtableusercontent.com%2Fv3%2Fu%2F57%2F57%2F1789646400000%2F7ZpwuWNlwJvCh9XHJs3ncQ%2FpdbwAdKphLxSlAh90YPOl9utr4wG0Dg6wI7fGule1L6ThUljNsQK0D2bmSkc9o0WiI9AOJHObJahUcWajq3vsDiWYHP2uRe9ByTsNEOGOIt6mgv9FwEDod7hPLJAGoe6bJlieX5mW8iYCfZ_7C87rw%2FETTfTr45ltu-B5-j4vpLuiBKifReeZrE4yv0uyEXdGI","source_url":"","example_queries":[],"price_per_query":null,"what_it_does":"A living knowledge graph of KPMG's technology strategy research.\n\nSources analyzed: Global Tech Report 2026.","key_features":"Technology strategy, AI, digital transformation, ROI analysis.","by_the_numbers":"3 trends, 39 evidence items","for_teams_like":"Technology strategy, R&D, and innovation teams.","how_to_access":"Available via MCP, API, and Chat. Use graph ID: kpmg-technology","what_contains":"Article, Trend connected by EVIDENCE_FOR, USES_TECHNOLOGY, IN_INDUSTRY, IN_SECTOR, FEATURES_BRAND, CONTAINS_TREND, CONTAINS\\_ARTICLE\n","agent_prompt":"CRITICAL: Use this graph for insights on how business and society are being transformed by technology, especially in an era of uncertainty. This graph provides expert analysis on building adaptive technology strategies, realizing value from tech investments, and preparing for the next wave of innovation like Agentic AI.","skill_phase":null,"skill_tool_name":null,"report_analysis":{"thesis":"Many organizations are aggressively pursuing AI adoption with high expectations, yet significant foundational challenges like demonstrating value, managing tech debt, and skill shortages prevent them from realizing optimal ROI and adapting effectively.","why_it_matters":"Leaders must move beyond aspirational AI targets to address critical implementation hurdles, including governance, talent development, and strategic investment. 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Use graph ID: patternbank-menswear-ss27-trends","what_contains":"Trend connected by TARGETS_AUDIENCE, IN_INDUSTRY, IN_SECTOR, CONTAINS_TREND\n","agent_prompt":null,"skill_phase":null,"skill_tool_name":null,"report_analysis":{"thesis":"SS27 menswear print and pattern trends reveal a dynamic shift towards more expressive, narrative, and re-imagined traditional designs, moving beyond classic aesthetics to embrace distinct visual categories.","why_it_matters":"For fashion brands, textile manufacturers, and designers, this signals a critical need to diversify design investments and material sourcing to align with these emerging print directions. Adapting product lines to these specific trends is crucial for capturing market share and maintaining relevance in a rapidly evolving menswear landscape where individual expression and novel aesthetics are key differentiators.","sharpest_signal":"Scenic Statement","best_evidence":["Garments become wearable narratives through scenic imagery, transforming landscapes and city views into prints.","Classic checks and plaids are reimagined with softer, ombré, and mixed-scale variations for a relaxed summer feel."],"discriminative_summary":"This graph is uniquely valuable for providing granular, season-specific insights into the five dominant print and pattern trends shaping SS27 menswear design and textile innovation."},"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"delta-the-connection-index","name":"Delta Connection Index","description":"Fodda's interpretation of Delta Airlines public research and reports on the travel sector","curator":"Delta","curator_url":"","domain":"Air Travel","version":"2026-Q1","graph_type":"industry report","graph_sub_type":"Industry Report","verticals":["Travel","Hospitality","Marketing"],"topics":["travel & hospitality","consumer psychology","digital culture","brand strategy"],"trend_count":8,"evidence_count":20,"last_synced":"2026-06-15T03:02:22.998Z","status":"live","deprecated":false,"last_updated":"2026-06-15","published_date":"2026-04-13","webpage_url":"https://www.fodda.ai/graphs/delta-the-connection-index","is_playground":false,"headline":"Fodda's interpretation of Delta Airlines public research and reports on the travel sector","subhead":"","geography":["Global"],"company":"Delta","available_as":"","icon_url":"","portrait_url":"https://api.fodda.ai/v1/images/proxy?url=https%3A%2F%2Fv5.airtableusercontent.com%2Fv3%2Fu%2F57%2F57%2F1789646400000%2FTzvnByT7VeBJhGL99ms2IA%2FyIlnHzUgnZyKqYc6_nBQ4etlj4i_gVUl1rKmalazHNOjPidmpv3hWe0IMPmPc2IbEC4DoMCT93_MKIdh9mhblaY83_AiOAvTzJVu3CFhz3BfIj0ez3xTPQJ32c1vUs4rajF5weaK9T3zh1OG8aZbAg%2FtIP9p9hetPrrXsmZ8nuy6_YQbeX4eaaYeExP6aH4VCU","source_url":"","example_queries":["What is Belong to Something: Find Yourself Among Others?","How is Belong to Something: Find Yourself Among Others evolving?","What is Experience Something: Sensation Over Simulation?","How is Experience Something: Sensation Over Simulation evolving?","What is Become Something: One's Self Is the Destination?","How is Become Something: One's Self Is the Destination evolving?"],"price_per_query":null,"what_it_does":"This graph explores the thesis that as technology increasingly mediates our experiences, travel becomes a vital tool for reconnecting with ourselves, each other, and the physical world. It delves into how travel can foster self-discovery, create a sense of belonging, and provide clarity by offering real, tangible sensations that cannot be replicated on a screen.","key_features":"- Analyzes the psychological and sociological drivers of modern travel.\n- Contrasts real-world experiences with Digital simulations.\n- Identifies the trend of seeking authentic connections and personal growth through travel.","by_the_numbers":"8 trends, 20 evidence items","for_teams_like":"- Airline Marketing and Strategy teams\n- Hospitality and tourism boards\n- Experience Designers and Travel agencies\n- Brand Strategists focusing on Consumer well-being","how_to_access":"Available via MCP, API, and Chat. 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Marketing should highlight the transformative power of real-world experiences, especially for younger generations who are digitally inspired but crave in-person engagement.","sharpest_signal":"Sensation Over Simulation: The profound desire for authentic, in-person experiences that provide real sensory engagement and emotional connection, directly countering digital oversaturation.","best_evidence":["A significant 73% of global travelers undertake trips specifically to experience in person something they initially encountered online, with this trend more prevalent among Millennials (77%) and Gen Z (75%).","Travel is identified as a crucial method for connecting with new people and combating loneliness, cited by 80% of global travelers, highlighting its role in fostering lasting relationships."],"discriminative_summary":"This graph uniquely demonstrates travel's fundamental role as a powerful antidote to digital-era disconnection, enabling deep personal transformation and fostering authentic community in the physical world."},"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"rrd-collectibles-investment-trends","name":"RRD Collectibles Investment Trends","description":"RRD's research reveals modern collector investments are driven by emotional value, asset protection, and digital-physical experiences.","curator":"RRD","curator_url":"https://www.rrd.com/resources/research-report/2026-collectibles-and-trading-card-report","domain":"Collectibles","version":"2026-Q2","graph_type":"industry report","graph_sub_type":null,"verticals":[],"topics":["retail","consumer","goods","finance","financial","services","manufacturing","technology","travel","culture"],"trend_count":5,"evidence_count":31,"last_synced":"2026-08-24T18:52:04.257Z","status":"live","deprecated":false,"last_updated":"2026-08-24","published_date":"2025-01-01","webpage_url":"https://www.fodda.ai/graphs/rrd-collectibles-investment-trends","is_playground":false,"headline":"RRD's research reveals modern collector investments are driven by emotional value, asset protection, and digital-physical experiences.","subhead":"","geography":"","company":"RRD","available_as":"","icon_url":"","portrait_url":"","source_url":"","example_queries":["What is Treat Premium Materials and Specialized Packaging As Core Product Features?","How is Treat Premium Materials and Specialized Packaging As Core Product Features evolving?","What is Prioritize Asset Protection to Maintain Collector Trust?","How is Prioritize Asset Protection to Maintain Collector Trust evolving?","What is Consolidate Fragmented Vendor Networks Into End-To-End Partnerships?","How is Consolidate Fragmented Vendor Networks Into End-To-End Partnerships evolving?"],"price_per_query":null,"what_it_does":"A structured way to understand Collectibles, curated by an expert. 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Failure to adapt product strategy, packaging, and vendor networks to these evolving demands risks losing significant market share and consumer trust among a highly engaged demographic.","sharpest_signal":"The paramount influence of emotional connection and asset protection on purchasing decisions, often outweighing pure investment potential, particularly among 'kidult' consumers.","best_evidence":["One-third (33%) of collectors identify nostalgia as the leading impetus for their purchases, surpassing the influence of investment potential.","A substantial 70% of collectors have opted out of a purchase specifically because the packaging felt of 'cheap' or low-quality."],"discriminative_summary":"This graph uniquely details how modern collectible investment is driven by emotional value, 'kidult' consumer trends, and the critical need for asset protection through integrated digital-physical products and consolidated supply chains."},"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"charles-babbage","name":"Charles Babbage","description":"Lucasain Professor of Mathematics, inventor of the Difference and Analytical Engines, and father of computing diagnosing computer architecture, formal notation, and automation.","curator":"Public Domain Canon / Fodda Editorial","curator_url":"","domain":"Hardware Architecture & Memory Hierarchy","version":"2026-Q1","graph_type":"expert","graph_sub_type":"Classic Digital Twin","verticals":[],"topics":["computer architecture","formal specification","operations research","systems engineering","automation economics","r&d governance"],"trend_count":6,"evidence_count":15,"last_synced":"2026-08-25T21:32:58.105Z","status":"live","deprecated":false,"last_updated":"2026-08-25","published_date":"2026-08-25","webpage_url":null,"is_playground":false,"headline":"Lucasain Professor of Mathematics, inventor of the Difference and Analytical Engines, and father of computing diagnosing computer architecture, formal notation, and automation.","subhead":"","geography":"","company":"","available_as":"","icon_url":"","portrait_url":"","source_url":"","example_queries":["How does your division of the Analytical Engine into \"the Store\" (memory) and \"the Mill\" (execution unit) establish the foundation of modern computer architecture?","Why did you create \"Mechanical Notation\" as a formal system of signs to track complex machinery without words, and how does this model modern Hardware Description Languages (HDLs)?","How did your partnership with Ada Lovelace demonstrate the vital synergy between hardware architecture and algorithm design?","What lessons in deep-tech venture building and government R&D grants emerge from your struggles with the Difference Engine and the British Treasury?"],"price_per_query":null,"what_it_does":"","key_features":"","by_the_numbers":"6 trends, 15 evidence cards","for_teams_like":"","how_to_access":"Available via MCP, API, and Chat. Use graph ID: charles-babbage","what_contains":"","agent_prompt":"CRITICAL: Use this graph when the user is analyzing computer architecture (the Store and the Mill / memory vs CPU), formal systems modeling and hardware description languages (Mechanical Notation), instruction sets and punched-card programmability (Jacquard principle), division of mental and manual labor (the Babbage Principle), reproducible software libraries, or government R&D procurement friction. This graph provides Charles Babbage's foundational 19th-century computing and operations frameworks from Passages from the Life of a Philosopher (1864) to diagnose systems architecture, automation economics, and formal specification.","skill_phase":null,"skill_tool_name":null,"report_analysis":null,"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"hud_housing","name":"US Housing Affordability","description":"HUD Fair Market Rents by ZIP code for studio through 4-bedroom apartments from HUD / HUD User.","curator":"HUD / HUD User","curator_url":"https://www.huduser.gov/","domain":"","version":"2026-Q1","graph_type":"supplemental","graph_sub_type":null,"verticals":[],"topics":["housing","real estate","economics","demographics","affordability"],"trend_count":0,"evidence_count":0,"last_synced":null,"status":"live","deprecated":false,"last_updated":null,"published_date":null,"webpage_url":null,"is_playground":false,"headline":"HUD Fair Market Rents by ZIP code for studio through 4-bedroom apartments from HUD / HUD User.","subhead":"","geography":["United States"],"company":"HUD / HUD User","available_as":"","icon_url":"","portrait_url":"","source_url":"https://www.huduser.gov/","example_queries":[],"price_per_query":null,"what_it_does":"Provides US Fair Market Rents by ZIP code from HUD, for studio through 4-bedroom apartments.","key_features":"Fair Market Rents by ZIP code and unit size.","by_the_numbers":"Fair Market Rents by ZIP code for studio through 4-bedroom units.","for_teams_like":"Real estate, affordability research, and planning teams.","how_to_access":"","what_contains":"","agent_prompt":null,"skill_phase":null,"skill_tool_name":null,"report_analysis":null,"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"psfk-pharmaceuticals","name":"PSFK Pharmaceuticals Graph","description":"Coming soon: PSFK's analysis of drug development, regulation, and treatment trends in the Pharmaceuticals sector","curator":"PSFK","curator_url":"https://www.psfk.com","domain":"Pharmaceuticals","version":"2026-Q3","graph_type":"domain","graph_sub_type":null,"verticals":[],"topics":["government","health","legal"],"trend_count":0,"evidence_count":0,"last_synced":null,"status":"coming_soon","deprecated":false,"last_updated":null,"published_date":null,"webpage_url":null,"is_playground":false,"headline":"Coming soon: PSFK's analysis of drug development, regulation, and treatment trends in the Pharmaceuticals sector","subhead":"","geography":["Global"],"company":"PSFK","available_as":"","icon_url":"","portrait_url":"https://api.fodda.ai/v1/images/proxy?url=https%3A%2F%2Fv5.airtableusercontent.com%2Fv3%2Fu%2F57%2F57%2F1789646400000%2FO16cefNK0J8Zz5hgP-dfHQ%2FSLuHslRh1QIY-J6l5QuF4H8VNdiotT848K3Ta5JkQPoUtNYiZQkt18Iv1pt_L6HmmJOZhew8gTXNjoZQlfjJhJHwYEX5uCGwqNsRIJO90M9ghZhaTF2MLsy_memQplqYGt9AO9vK3tUQaJVUtaOFwQ%2FT0h7s7vrhqfEubGciK7Wz7n-C9Qs2dWmnK0WsdPtrTU","source_url":"","example_queries":[],"price_per_query":null,"what_it_does":"","key_features":"","by_the_numbers":"","for_teams_like":"","how_to_access":"","what_contains":"","agent_prompt":null,"skill_phase":null,"skill_tool_name":null,"report_analysis":{"thesis":"Declining global confidence in health decisions and persistent gender health disparities signal a critical need for the pharmaceutical sector to address evolving consumer health literacy and holistic wellness challenges.","why_it_matters":"Pharmaceutical companies must adapt their R&D and market strategies to address declining global health decision confidence and significant gender health disparities, as these factors directly influence patient engagement, treatment adherence, and product development priorities.","sharpest_signal":"Declining global confidence in health decision-making.","best_evidence":["Confidence in making health decisions is declining globally, with a 10-point drop year-on-year (2025 vs. 2026) to 51%.","Women in UK spend 24% more time in poor health than men."],"discriminative_summary":"This graph uniquely consolidates evidence on declining global health decision confidence and persistent gender-based health disparities, offering insights critical for pharmaceutical strategic planning beyond traditional drug development."},"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"pew","name":"Public Beliefs Baseline","description":"US public opinion and behavioral data from the Pew Research Center NPORS 2025 study. 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It is designed for machine-queryable reference of public sentiment, social cohesion, and technology usage.","geography":["United States"],"company":"Pew","available_as":"","icon_url":"https://www.pewresearch.org/methodology/u-s-survey-research/national-public-opinion-reference-survey-npors/","portrait_url":"https://api.fodda.ai/v1/images/proxy?url=https%3A%2F%2Fv5.airtableusercontent.com%2Fv3%2Fu%2F57%2F57%2F1789646400000%2FSGOhqPgnrk943i_TiTygTw%2F3gQspLPJgCKFALIACeFhGzIGeYE35Axb5fO5h25FC-xjjRoEVH0mlVhUv2h3wumPQ9cSlbJiFsTOj7GLtTfNLweprPbYcbkuUtTIZTMLum2XztRgcawFV1GEqNO6Nl3gJ4-6vQ_PiKWYFu0M8yMScg%2F9UzBJ35u8Me17jluq8VFoIpOA6WY21RebKbSGHKnon4","source_url":"","example_queries":[],"price_per_query":null,"what_it_does":"This knowledge graph provides a detailed snapshot of US public opinion and digital behaviors from the Pew Research Center's 2025 NPORS study. It allows users to explore how Americans use social media, adopt new technologies, and consume news, with the ability to segment all findings by detailed demographic data. While the description mentions AI attitudes, initial queries did not surface specific data on this topic, focusing more on internet and social media usage.","key_features":"- deep demographic segmentation by age, Financial status, and more.\n- platform-specific usage data for major social networks like YouTube, Instagram, and TikTok.\n- Insights into the frequency and nature of internet use across different generations.\n- Covers public sentiment on personal Financial situations.","by_the_numbers":"- 95.7% of US adults aged 18-24 use YouTube.\n- 66.9% of US adults aged 18-24 use TikTok.\n- 63.4% of US adults aged 18-24 report being online 'almost constantly'.\n- Only 19% of US adults 65-69 use TikTok, compared to 83.7% who use Instagram.","for_teams_like":"- Market Research teams\n- Brand & Marketing Strategists\n- social media Managers\n- Academic Researchers\n- Journalists","how_to_access":"","what_contains":"","agent_prompt":"CRITICAL: Use this graph for analyzing US digital behavior and public opinion. 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Use graph ID: nielsen-iq-consumer-outlook-to-2026","what_contains":"Trend, Article connected by IN_INDUSTRY, IN_SECTOR, SEMANTICALLY_SIMILAR, USES_TECHNOLOGY, FEATURES_BRAND, CONTAINS_TREND, CONTAINS\\_ARTICLE\n","agent_prompt":"CRITICAL: Use this graph for insights on CPG, retail, and marketing strategy. 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Leaders must invest in robust retail media capabilities and AI-driven personalization to navigate heightened competition and secure consumer loyalty, or risk losing significant market share and profitability.","sharpest_signal":"Retailers Are the New Media Moguls","best_evidence":["\"Retailers Are the New Media Moguls\" is reinforced by \"[FODDA NETWORK] 79% of retailers are moving into non-endemic advertising in Retail Media\" and the directive to \"Retailers: Start acting like media companies. 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Ignoring these shifts risks significant loss of audience engagement and competitive advantage in an increasingly fragmented and technology-driven media environment.","sharpest_signal":"The significant consumer shift towards non-ad supported content.","best_evidence":["54% of media time globally is spent with non-ad-supported content.","79% of retailers expect expansion into non-endemic advertising in Retail Media."],"discriminative_summary":"This analysis uniquely synthesizes cross-network evidence to highlight critical external shifts and emerging channels impacting the advertising and marketing sector, despite lacking internal graph data."},"core_tension":null,"matched_human_twin_slug":null,"expert_stance_quote":null,"cross_graph_signals":[]},{"graph_id":"fsa_hygiene","name":"UK Food Hygiene Intelligence","description":"FSA food hygiene ratings: rating distribution, compliance rates, hygiene/structural/management scores, and geographic spread.","curator":"Food Standards Agency 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