metric,value,unit,segment,measurement_lens,as_of,source_organization,source_url,license
Global generative AI population adoption,53,percent,Global population,Population,Early 2026,Stanford HAI AI Index 2026,https://hai.stanford.edu/ai-index/2026-ai-index-report/economy,CC BY 4.0
US AI adoption - all firms (size-weighted),18,percent,US firms,Firm,Year-end 2025,US Census BTOS via Federal Reserve,https://www.federalreserve.gov/econres/notes/feds-notes/monitoring-ai-adoption-in-the-u-s-economy-20260403.html,CC BY 4.0
US AI adoption - large firms 250+ employees,30,percent,US large firms,Firm,2025,US Census BTOS via Federal Reserve,https://www.federalreserve.gov/newsevents/speech/barr20260217a.htm,CC BY 4.0
US generative AI adoption - population ranking,28.3,percent,US population,Population,Early 2026,Stanford HAI AI Index 2026,https://hai.stanford.edu/ai-index/2026-ai-index-report/economy,CC BY 4.0
US adults ever used ChatGPT,34,percent,US adults,Population,Early 2025,Pew Research Center,https://www.pewresearch.org/short-reads/2025/06/25/34-of-us-adults-have-used-chatgpt-about-double-the-share-in-2023/,CC BY 4.0
US adults under 30 ever used ChatGPT,58,percent,US adults under 30,Population,Early 2025,Pew Research Center,https://www.pewresearch.org/short-reads/2025/06/25/34-of-us-adults-have-used-chatgpt-about-double-the-share-in-2023/,CC BY 4.0
US teens 13-17 using AI chatbots,66,percent,US teens 13-17,Population,Oct 2025,Pew Research Center,https://www.pewresearch.org/internet/2025/12/09/teens-social-media-and-ai-chatbots-2025/,CC BY 4.0
US workers - work-related generative AI use,41,percent,US workers,Worker,Nov 2025,St. Louis Fed Real-Time Population Survey,https://www.stlouisfed.org/on-the-economy/2025/nov/state-generative-ai-adoption-2025,CC BY 4.0
US workers - work-related AI use (early 2026),43,percent,US workers,Worker,Jan-Feb 2026,St. Louis Fed Real-Time Population Survey,https://www.federalreserve.gov/econres/notes/feds-notes/monitoring-ai-adoption-in-the-u-s-economy-20260403.html,CC BY 4.0
US adults 18-64 - any generative AI use,54.6,percent,US adults 18-64,Population,Aug 2025,St. Louis Fed Real-Time Population Survey,https://www.stlouisfed.org/on-the-economy/2025/nov/state-generative-ai-adoption-2025,CC BY 4.0
US adults 18-64 - any generative AI use (prior year),44.6,percent,US adults 18-64,Population,Aug 2024,St. Louis Fed Real-Time Population Survey,https://www.stlouisfed.org/on-the-economy/2025/nov/state-generative-ai-adoption-2025,CC BY 4.0
US adults 18-64 - non-work generative AI use,48.7,percent,US adults 18-64,Population,Aug 2025,St. Louis Fed Real-Time Population Survey,https://www.stlouisfed.org/on-the-economy/2025/nov/state-generative-ai-adoption-2025,CC BY 4.0
US organizations - generative AI in at least one function,70,percent,US organizations,Organization,2025,Stanford HAI AI Index 2026,https://hai.stanford.edu/ai-index/2026-ai-index-report/economy,CC BY 4.0
US labor force at AI-adopting firms,78,percent,US labor force,Labor-force exposure,Nov 2025,Atlanta Fed Survey of Business Uncertainty via Federal Reserve,https://www.federalreserve.gov/econres/notes/feds-notes/monitoring-ai-adoption-in-the-u-s-economy-20260403.html,CC BY 4.0
US labor force at firms using LLMs,54,percent,US labor force,Labor-force exposure,Nov 2025,Atlanta Fed Survey of Business Uncertainty via Federal Reserve,https://www.federalreserve.gov/econres/notes/feds-notes/monitoring-ai-adoption-in-the-u-s-economy-20260403.html,CC BY 4.0
Organizations using AI in at least one function,88,percent,Surveyed organizations,Organization,2025,McKinsey via Federal Reserve and Stanford HAI,https://www.federalreserve.gov/newsevents/speech/barr20260217a.htm,CC BY 4.0
Organizations using generative AI specifically,79,percent,Surveyed organizations,Organization,2025,McKinsey via Federal Reserve,https://www.federalreserve.gov/newsevents/speech/barr20260217a.htm,CC BY 4.0
Axis Intelligence Adoption Lens Spread,4.9,ratio,US,Cross-source synthesis,June 2026,Axis Intelligence Research,https://axis-intelligence.com/generative-ai-statistics/,CC BY 4.0
Global corporate AI investment,581.7,billion USD,Global,Investment,2025,Stanford HAI AI Index 2026,https://hai.stanford.edu/ai-index/2026-ai-index-report/economy,CC BY 4.0
Global private AI investment,344.7,billion USD,Global,Investment,2025,Stanford HAI AI Index 2026,https://hai.stanford.edu/ai-index/2026-ai-index-report/economy,CC BY 4.0
Generative AI private funding,170.9,billion USD,Global,Investment,2025,Stanford HAI AI Index 2026,https://hai.stanford.edu/ai-index/2026-ai-index-report/economy,CC BY 4.0
US private AI investment,285.9,billion USD,United States,Investment,2025,Stanford HAI AI Index 2026,https://hai.stanford.edu/ai-index/2026-ai-index-report/economy,CC BY 4.0
China private AI investment,12.4,billion USD,China,Investment,2025,Stanford HAI AI Index 2026,https://hai.stanford.edu/ai-index/2026-ai-index-report/economy,CC BY 4.0
US consumer surplus from generative AI,172,billion USD,United States,Consumer value,Early 2026,Stanford HAI AI Index 2026,https://hai.stanford.edu/ai-index/2026-ai-index-report/economy,CC BY 4.0
US consumer surplus from generative AI (prior year),112,billion USD,United States,Consumer value,Early 2025,Stanford HAI AI Index 2026,https://hai.stanford.edu/ai-index/2026-ai-index-report/economy,CC BY 4.0
Axis Intelligence Consumer Value Density (estimate midpoint),1400,USD per user per year,United States,Cross-source estimate,June 2026,Axis Intelligence Research,https://axis-intelligence.com/generative-ai-statistics/,CC BY 4.0
Productivity gain - customer support,14.5,percent,Customer support,Productivity,2025,Stanford HAI AI Index 2026,https://hai.stanford.edu/ai-index/2026-ai-index-report/economy,CC BY 4.0
Productivity gain - software development,26,percent,Software development,Productivity,2025,Stanford HAI AI Index 2026,https://hai.stanford.edu/ai-index/2026-ai-index-report/economy,CC BY 4.0
Productivity gain - marketing output,73,percent,Marketing,Productivity,2025,Stanford HAI AI Index 2026,https://hai.stanford.edu/ai-index/2026-ai-index-report/economy,CC BY 4.0
Share of US work hours using generative AI,5.7,percent,US workforce 18-64,Productivity,Aug 2025,St. Louis Fed Real-Time Population Survey,https://www.stlouisfed.org/on-the-economy/2025/nov/state-generative-ai-adoption-2025,CC BY 4.0
Estimated labor productivity boost from generative AI,1.3,percent,US economy,Productivity,Early 2025,St. Louis Fed,https://www.stlouisfed.org/on-the-economy/2025/feb/impact-generative-ai-work-productivity,CC BY 4.0
Employment change - software developers ages 22-25,-20,percent,US young software developers,Labor market,2025 vs 2024,Stanford HAI AI Index 2026,https://hai.stanford.edu/ai-index/2026-ai-index-report/economy,CC BY 4.0
Organizations expecting workforce reduction next year,33,percent,Surveyed organizations,Labor market,2025,Stanford HAI AI Index 2026,https://hai.stanford.edu/ai-index/2026-ai-index-report/economy,CC BY 4.0
US data centers,5427,count,United States,Infrastructure,2025,Stanford HAI AI Index 2026,https://hai.stanford.edu/ai-index/2026-ai-index-report/economy,CC BY 4.0
Notable frontier AI models from industry,90,percent,Global,Research,2025,Stanford HAI AI Index 2026,https://hai.stanford.edu/ai-index/2026-ai-index-report,CC BY 4.0
US notable AI models released,50,count,United States,Research,2025,Stanford HAI AI Index 2026,https://hai.stanford.edu/ai-index/2026-ai-index-report,CC BY 4.0
China notable AI models released,30,count,China,Research,2025,Stanford HAI AI Index 2026,https://hai.stanford.edu/ai-index/2026-ai-index-report,CC BY 4.0