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Marketing Trends

AI Reality Check · Updated 5 Oct 2026

Where AI use really standsCharts: the highlighted point is the 2026 reading, earlier years are grey. A dashed segment crosses a change in question wording or definition; the note under the chart says what changed. All axes start at zero. Sources are independent research and research run by large, reputable brands; small vendors' own surveys are not used.

AI is routine in marketing and in people's lives; value and paying lag far behind use.

24.2%

of marketing activities use AI

+15.6 pts since 2022

The CMO Survey, US marketing leaders, 2026 Link

8.6% in 2022, 24.2% in 2026.

37%

of organisations see any EBIT impact from AI

−2 pts since 2025

McKinsey State of AI, global, 2026 Link

39% in 2025, 37% in 2026.

61.8%

of US adults use generative AI

+17.2 pts since 2024

Real-Time Population Survey, St. Louis Fed, 2026 aged 18-64 Link

44.6% in 2024, 61.8% in 2026.

2.2%

of PNC customer households pay for gen AI

single reading

PNC Research, card data, 2026 customer households run by PNC Link

Marketers

Use inside marketing teams and companies, and the value they report.

AI use keeps climbing; profit impact doesn't follow

McKinsey State of AI: organisations using AI vs reporting EBIT impact from it

  1. 202225pts gap2022: Uses AI 50%, Reports EBIT impact 25%, gap 25 pts.
  2. 202332pts gap2023: Uses AI 55%, Reports EBIT impact 23%, gap 32 pts.
  3. definitions change
  4. 202549pts gap2025: Uses AI 88%, Reports EBIT impact 39%, gap 49 pts.
  5. 202652pts gap2026: Uses AI 89%, Reports EBIT impact 37%, gap 52 pts.
Method & notes
  • Use: until 2024 the question was whether the organisation had adopted AI in at least one function; from the 2025 report it is regular use (88% in 2025), so the step from 78% (fielded mid-2024) is partly definitional and the segment is dashed.
  • EBIT impact: 2022 and 2023 count respondents attributing at least 5% of EBIT to AI (25%, 23%); from 2025 McKinsey reports any EBIT impact, a lower bar, so the segment into 2025 is dashed and the levels are not comparable across it. The 2024 wave measured gen AI only (17%) and is left off the line.
  • Both lines are shares of respondents on the same percent scale; the point is the widening distance, not either level alone.
Sources (5)

McKinsey & Company

  • The state of AI in 2022, and a half decade in review, published 2022. Fieldwork 3 May 2022 to 27 May 2022 + 15 to 17 Aug 2022; n=1,492; executives and managers, all functions, all company sizes; GDP-weighted; Global. Link
  • The state of AI in 2022, and a half decade in review, published 2022. Fieldwork 3 May 2022 to 27 May 2022; n=1,492; executives and managers, all functions, all company sizes; GDP-weighted; Global. Link
  • The state of AI in 2023: Generative AI's breakout year, published 2023. Fieldwork 11 Apr 2023 to 21 Apr 2023; n=1,684; executives and managers, all functions, all company sizes; GDP-weighted; Global. Link
  • The state of AI in 2025: Agents, innovation, and transformation, published 2025. Fieldwork 25 Jun 2025 to 29 Jul 2025; n=1,993; executives and managers, all functions, all company sizes; GDP-weighted; Global (105 nations). Link
  • The state of AI in 2026: On the road to ROI, published 2026. Fieldwork 4 May 2026 to 8 Jun 2026; n=1,719; executives and managers, all functions, all company sizes; GDP-weighted; Global (97 nations). Link
Data table and quotes
MeasurePublishedValueFieldworkSampleQuote
Uses AI202250%3 May 2022 to 27 May 2022 + 15 to 17 Aug 2022n=1,492“In 2017, 20 percent of respondents reported adopting AI in at least one business area, whereas today, that figure stands at 50 percent, though it peaked higher in 2019 at 58 percent.”
Reports EBIT impact202225%3 May 2022 to 27 May 2022n=1,492“About a quarter of respondents report this year that at least 5 percent of their organizations’ EBIT was attributable to AI in 2021, in line with findings from the previous two years”
Uses AI202355%11 Apr 2023 to 21 Apr 2023n=1,684“The share of organizations that have adopted AI overall remains steady, at least for the moment, with 55 percent of respondents reporting that their organizations have adopted AI.”
Reports EBIT impact202323%11 Apr 2023 to 21 Apr 2023n=1,684“just 23 percent of respondents say at least 5 percent of their organizations’ EBIT last year was attributable to their use of AI, essentially flat with the previous survey”
Uses AI202588%25 Jun 2025 to 29 Jul 2025n=1,993“88 percent report regular AI use in at least one business function, compared with 78 percent a year ago.”
Reports EBIT impact202539%25 Jun 2025 to 29 Jul 2025n=1,993“Thirty-nine percent of respondents attribute any level of EBIT impact to AI, and most of those respondents say that less than 5 percent of their organization’s EBIT is attributable to AI use.”
Uses AI202689%4 May 2026 to 8 Jun 2026n=1,719“Nearly nine in ten respondents report regular use of AI in at least one business function (Exhibit 1 value: 89)”
Reports EBIT impact202637%4 May 2026 to 8 Jun 2026n=1,719“Thirty-seven percent of respondents attribute at least some EBIT impact to AI use (about the same share as last year).”

Marketers expect AI to do far more than it does today

The CMO Survey: share of marketing activities using AI, today vs expected in three years

  1. 202214.3pts gap2022: Expected in three years 22.9%, Today 8.6%, gap 14.3 pts.
  2. 202527pts gap2025: Expected in three years 44.2%, Today 17.2%, gap 27 pts.
  3. 202631.7pts gap2026: Expected in three years 55.9%, Today 24.2%, gap 31.7 pts.
Method & notes
  • The expectation made in 2022 (22.9% for about 2025) is close to the use reported in 2026 (24.2%).
Sources (3)

The CMO Survey (Duke Fuqua, Deloitte, AMA). Sample: top US marketers at for-profit companies (VP level and above); n = respondents answering this question; US.

  • The CMO Survey, September 2022 (Topline Report; 273 respondents), published 2022. Fieldwork 12 Jul 2022 to 4 Aug 2022; n=183 / n=189. Link
  • The CMO Survey 2025 (Topline Report; 281 respondents), published 2025. Fieldwork 21 Jan 2025 to 12 Feb 2025; n=210 / n=211. Link
  • The CMO Survey 2026 (Topline Report; 308 respondents), published 2026. Fieldwork 7 Jan 2026 to 29 Jan 2026; n=188 / n=191. Link
Data table and quotes
MeasurePublishedValueFieldworkSampleQuote
Expected in three years202222.9%12 Jul 2022 to 4 Aug 2022n=183“To what extent is your company using artificial intelligence or machine learning in optimizing and automating marketing efforts? (0% of the time to 100% of the time) Next three years: Mean 22.88, Total 183”
Today20228.6%12 Jul 2022 to 4 Aug 2022n=189“To what extent is your company using artificial intelligence or machine learning in optimizing and automating marketing efforts? (0% of the time to 100% of the time) Current: Mean 8.61, Total 189”
Expected in three years202544.2%21 Jan 2025 to 12 Feb 2025n=210“To what extent is your company using artificial intelligence or machine learning in optimizing and automating marketing efforts? (0% of the time-100% of the time) Next three years: Mean 44.22, Total 210”
Today202517.2%21 Jan 2025 to 12 Feb 2025n=211“To what extent is your company using artificial intelligence or machine learning in optimizing and automating marketing efforts? (0% of the time-100% of the time) Current: Mean 17.20, Total 211”
Expected in three years202655.9%7 Jan 2026 to 29 Jan 2026n=188“To what extent is your company using artificial intelligence or machine learning in optimizing and automating marketing efforts? (0% of the time-100% of the time) Next three years: Mean 55.91%, Total 188”
Today202624.2%7 Jan 2026 to 29 Jan 2026n=191“To what extent is your company using artificial intelligence or machine learning in optimizing and automating marketing efforts? (0% of the time-100% of the time) Current: Mean 24.17%, Total 191”

Use is high; value and capability lag

Latest reading per measure; different sources on one percent scale

Use

  • Organisations using AI regularly in at least one function McKinsey, 202689%
  • Multinational brands using AI content in consumer-facing marketing WFA, 202678%
  • Senior marketers using generative AI to work more efficiently Kantar, 202570%
  • UK advertisers using generative AI regularly ISBA, 202665%
  • Share of marketing activities that use AI (US) The CMO Survey, 202624.2%

Value and capability

  • Companies in the value-generating segments BCG, 202540%
  • Organisations attributing any EBIT impact to AI McKinsey, 202637%
  • CMOs reporting mature or fully developed AI readiness Gartner, 202630%
  • Marketing teams with the expertise to use AI effectively WFA, 202612%

Consumers: use versus paying

  • US adults aged 18 to 64 using generative AI Real-Time Population Survey (St. Louis Fed), 202661.8%
  • People in Norway using generative AI in the last three months Statistics Norway, 202671%
  • Bank of America households paying for AI services Bank of America Institute, 2026 run by Bank of America3%
  • PNC customer households paying for a gen AI subscription PNC Research, 2026 run by PNC2.2%
Method & notes
  • Latest reading of each measure, independent research and research run by large brands. Bars are different measures on the same percent scale. The consumer bars count people or households, not marketers: use climbs year on year while paid use stays in single digits of households.
Sources (12)
  • McKinsey & Company, The state of AI in 2026: On the road to ROI, published 2026. Fieldwork 4 May 2026 to 8 Jun 2026; n=1,719; executives and managers, all functions, all company sizes; GDP-weighted; Global (97 nations). Link
  • WFA, AI labelling research (WFA + ICAS), published 2026. Fieldwork 2026 (dates not stated); n: 27 multinational brands; multinational brand owners (WFA members); Global. Link
  • Kantar, Media Reactions 2025 / The state of GenAI in media and advertising, published 2025. Fieldwork May 2025 to Aug 2025; n=974; senior marketers (plus 21,300 consumers); Global (30 markets). Link
  • ISBA, ISBA 2026 Gen AI Survey, published 2026. Fieldwork 2026 (dates not stated); n not stated; ISBA member advertisers; UK. Link
  • The CMO Survey (Duke Fuqua, Deloitte, AMA), The CMO Survey 2026 (Topline Report; 308 respondents), published 2026. Fieldwork 7 Jan 2026 to 29 Jan 2026; n=191; top US marketers at for-profit companies (VP level and above); n = respondents answering this question; US. Link
  • BCG, The Widening AI Value Gap (Build for the Future 2025), published 2025. Fieldwork 2025 (dates not stated); n=1,250; CxOs and senior executives, AI decision makers; Global (68 countries). Link
  • Gartner, 2026 CMO Spend Survey (press release 11 May 2026), published 2026. Fieldwork Jan 2026 to Mar 2026; n=401; CMOs and marketing leaders, mostly >$1B revenue; North America, UK, Europe. Link
  • WFA, Marketing transformation research, published 2026. Fieldwork 2026 (dates not stated); n: 80 senior marketers across 57 companies; senior marketers, multinationals (US$60bn+ cumulative spend); Global. Link
  • Federal Reserve Bank of St. Louis (Real-Time Population Survey), FRED series RPSGENAIUSAGESHAREALL, published 2026. Fieldwork Apr 2026 to Jun 2026; n not stated; US adults aged 18-64 (Real-Time Population Survey; Bick, Blandin, Deming); US. Link
  • Statistics Norway (SSB), Table 14365: Use of artificial intelligence in the last three months, published 2026. Fieldwork 2026 (ICT household survey, Q2 reference); n not stated; persons aged 16-74 in Norway (official ICT household survey); Norway. Link
  • Bank of America Institute, Not quite mAInstream: A consumer AI adoption profile, published 2026. Fieldwork Feb 2026; n not stated; Bank of America consumer households (internal payments data; direct card payments only); US. Link run by Bank of America
  • PNC Economics Research (PNC Financial Services), Consumer Health Check, June 2026, published 2026. Fieldwork May 2026; n not stated; PNC customer households (aggregated, anonymised debit and credit card data), not all US households; US. Link run by PNC
Data table and quotes
MeasurePublishedValueFieldworkSampleQuote
Organisations using AI regularly in at least one function202689%4 May 2026 to 8 Jun 2026n=1,719“Nearly nine in ten respondents report regular use of AI in at least one business function (Exhibit 1 value: 89)”
Multinational brands using AI content in consumer-facing marketing202678%2026 (dates not stated)n: 27 multinational brands“Already more than three in four (78%) global brands are using AI-generated or AI-enhanced content in consumer-facing marketing”
Senior marketers using generative AI to work more efficiently202570%May 2025 to Aug 2025n=974“Almost three quarters of marketers (70%) already use GenAI to work more efficiently, and only 33% believe their teams lack the skills to use it.”
UK advertisers using generative AI regularly202665%2026 (dates not stated)n not stated“99% of advertisers are engaging with Gen AI. 65% use Gen AI regularly, with 28% reporting a meaningful impact on their day-to-day work.”
Share of marketing activities that use AI (US)202624.2%7 Jan 2026 to 29 Jan 2026n=191“To what extent is your company using artificial intelligence or machine learning in optimizing and automating marketing efforts? (0% of the time-100% of the time) Current: Mean 24.17%, Total 191”
Companies in the value-generating segments202540%2025 (dates not stated)n=1,250“Globally, 5% of companies qualify as “future-built” for AI ... 35% (“scalers”) are scaling up their efforts and beginning to generate value ... The remaining 60% of organizations (“laggards”) report minimal revenue and cost gains”
Organisations attributing any EBIT impact to AI202637%4 May 2026 to 8 Jun 2026n=1,719“Thirty-seven percent of respondents attribute at least some EBIT impact to AI use (about the same share as last year).”
CMOs reporting mature or fully developed AI readiness capabilities (%)202630%Jan 2026 to Mar 2026n=401“While 70% of CMOs say becoming an AI leader is a critical goal for 2026, only 30% report mature or fully developed AI readiness capabilities.”
Marketing teams with the expertise to use AI effectively202612%2026 (dates not stated)n: 80 senior marketers across 57 companies“only 12% of marketing teams currently possess the necessary expertise to effectively leverage AI”
US adults aged 18 to 64 using generative AI202661.8%Apr 2026 to Jun 2026n not stated“2026-04-01,61.7802431014”
People in Norway using generative AI in the last three months202671%2026 (ICT household survey, Q2 reference)n not stated“Have used generative AI tool e.g. ChatGPT, Bing Chat, Bard, LLaMA, Midjourney, DALL-E | Both sexes | 16-74 years | 2026: 71.0”
Bank of America households paying for AI services20263%Feb 2026n not stated“Only around 3% of Bank of America households currently pay for AI services, according to Bank of America payments data.”
PNC customer households paying for a gen AI subscription20262.2%May 2026n not stated“The share of PNC households paying for a Gen AI subscription reached 2.2% in May, and household adoption remains well above year-ago levels.”

Single readings: wide use, thin readiness

One-off figures without an earlier comparable value

  • Share of marketing budget allocated to AI initiatives Gartner, 202615.3%
  • CMOs reporting mature or fully developed AI readiness capabilities Gartner, 202630%
  • Share of marketing work automated by AI today Gartner, 202616%
  • CMOs reporting limited or no GenAI adoption in marketing campaigns Gartner, 202527%
  • CMOs saying GenAI investments are not currently a priority Gartner, 20251%
  • Respondents expecting more than 30% of GenAI experiments to be fully scaled in the next 3-6 months Deloitte, 2025 not comparable<33%
  • Respondents that have moved 40% or more of their AI pilots into production Deloitte, 2026 not comparable25%
  • B2C marketing decision makers actively implementing agentic AI into workflows Forrester, 202683%
  • Marketers already using GenAI to work more efficiently Kantar, 202570%
  • Advertisers using Gen AI regularly ISBA, 2026 not comparable65%
  • Brand owners already using generative AI in their marketing strategies WFA, 2024 not comparable63%
  • Brands using AI-generated or AI-enhanced content in consumer-facing marketing WFA, 2026 not comparable78%
  • Marketing teams possessing the expertise to effectively leverage AI WFA, 202612%
  • Marketers using agentic AI Salesforce, 2026 run by Salesforce13%
  • Marketers using AI in their roles HubSpot, 2025 run by HubSpot not comparable66%
  • Marketing teams using AI in at least a few marketing areas HubSpot, 2026 run by HubSpot not comparable86.4%
Method & notes
  • Figures without an earlier comparable value from the same source and question. Pairs marked not comparable use different questions and should not be read as a trend.
  • Respondents expecting more than 30% of GenAI experiments to be fully scaled in the next 3-6 months, 2025. not comparable with the 2026 Deloitte figure (expected scaling of gen AI experiments)
  • Respondents that have moved 40% or more of their AI pilots into production, 2026. not comparable with the 2024 wave (pilots already in production)
  • B2C marketing decision makers actively implementing agentic AI into workflows, 2026. broad definition (actively implementing agentic AI into workflows); a single reading
  • Advertisers using Gen AI regularly, 2026. not comparable with the ISBA live use case line (regular use vs at least one live use case)
  • Brand owners already using generative AI in their marketing strategies, 2024. not comparable with the 2026 WFA figure (AI in marketing strategies, 48 brands)
  • Brands using AI-generated or AI-enhanced content in consumer-facing marketing, 2026. not comparable with the 2024 WFA figure (AI content in consumer-facing marketing, 27 brands)
  • Marketers using agentic AI, 2026. a single reading (first measured in 2026)
  • Marketers using AI in their roles, 2025. not comparable with the 2026 HubSpot figure (team use in at least a few marketing areas, a different report)
  • Marketing teams using AI in at least a few marketing areas, 2026. not comparable with the 2025 HubSpot figure (individual use in the role, a different report)
Sources (15)
  • Gartner, 2026 CMO Spend Survey (press release 11 May 2026), published 2026. Fieldwork Jan 2026 to Mar 2026; n=401; CMOs and marketing leaders, mostly >$1B revenue; North America, UK, Europe. Link
  • Gartner, CMO survey (press release 11 May 2026), published 2026. Fieldwork Aug 2025 to Oct 2025; n=402; CMOs; not stated. Link
  • Gartner, GenAI in marketing campaigns survey (press release 18 Feb 2025), published 2025. Fieldwork Jul 2024 to Sep 2024; n=418; marketing leaders; not stated. Link
  • Gartner, 2025 CMO Spend Survey (press release 12 May 2025), published 2025. Fieldwork Feb 2025 to Mar 2025; n=402; CMOs and marketing leaders, mostly >$1B revenue; North America, UK, Europe. Link
  • Deloitte, State of Generative AI in the Enterprise, Q4 (Wave 4), published 2025. Fieldwork 2024 (Wave 4); n=2,773; director to C-suite; Global (14 countries). Link
  • Deloitte, State of AI in the Enterprise 2026, published 2026. Fieldwork Aug 2025 to Sep 2025; n=3,235; senior leaders (board, C-suite, president, VP, director); Global (24 countries). Link
  • Forrester, AI Agents For Marketing Are Here: Are You Ready? (Q2 2026 CMO Pulse Survey, analyst blog), published 2026. Fieldwork 2026-Q2; n not stated; B2C marketing decision makers; not stated. Link
  • Kantar, Media Reactions 2025 / The state of GenAI in media and advertising, published 2025. Fieldwork May 2025 to Aug 2025; n=974; senior marketers (plus 21,300 consumers); Global (30 markets). Link
  • ISBA, ISBA 2026 Gen AI Survey, published 2026. Fieldwork 2026 (dates not stated); n not stated; ISBA member advertisers; UK. Link
  • WFA, GenAI survey (Eighty percent of brands have concerns about agency use of GenAI), published 2024. Fieldwork 2024; n: 54 responses / 48 multinational brands; multinational brand owners (marketing leaders); Global. Link
  • WFA, AI labelling research (WFA + ICAS), published 2026. Fieldwork 2026 (dates not stated); n: 27 multinational brands; multinational brand owners (WFA members); Global. Link
  • WFA, Marketing transformation research, published 2026. Fieldwork 2026 (dates not stated); n: 80 senior marketers across 57 companies; senior marketers, multinationals (US$60bn+ cumulative spend); Global. Link
  • Salesforce, State of Marketing, 10th ed., published 2026. Fieldwork 8 Oct 2025 to 17 Nov 2025; n=4,450; marketing decision makers (vendor-run, double-anonymous survey); Global. Link run by Salesforce
  • HubSpot, The State of AI in 2025 (AI Trends for Marketers), published 2025. Fieldwork not stated; n=1,000+; marketing professionals; Global. Link run by HubSpot
  • HubSpot, 2026 State of Marketing, published 2026. Fieldwork not stated; n=1,500+; marketers across industries, regions, company sizes; Global. Link run by HubSpot
Data table and quotes
MeasurePublishedValueFieldworkSampleQuote
Share of marketing budget allocated to AI initiatives (mean %)202615.3%Jan 2026 to Mar 2026n=401“CMOs are allocating an average of 15.3% of marketing budgets to AI initiatives”
CMOs reporting mature or fully developed AI readiness capabilities (%)202630%Jan 2026 to Mar 2026n=401“While 70% of CMOs say becoming an AI leader is a critical goal for 2026, only 30% report mature or fully developed AI readiness capabilities.”
Share of marketing work automated by AI today (%)202616%Aug 2025 to Oct 2025n=402“Marketing leaders expect AI-driven automation of marketing work to more than double, from 16% in 2026 to 36% by 2028”
CMOs reporting limited or no GenAI adoption in marketing campaigns (%)202527%Jul 2024 to Sep 2024n=418“Twenty-seven percent of CMOs report that their marketing organization has limited or no GenAI adoption in marketing campaigns”
CMOs saying GenAI investments are not currently a priority (%)20251%Feb 2025 to Mar 2025n=402“Just 1% of CMOs said GenAI investments are not currently a priority.”
Respondents that have moved 40% or more of their AI pilots into production (%)2025<332024 (Wave 4)n=2,773“more than two-thirds of respondents reporting that 30% or fewer of their experiments will be fully scaled in the next three to six months”
Respondents that have moved 40% or more of their AI pilots into production (%)202625%Aug 2025 to Sep 2025n=3,235“only 25% of respondents have moved 40% or more of their AI pilots into production”
B2C marketing decision makers actively implementing agentic AI into workflows (%)202683%2026-Q2n not stated“Eighty-three percent of B2C marketing decision makers report actively implementing agentic AI into their workflows”
Marketers already using GenAI to work more efficiently (%)202570%May 2025 to Aug 2025n=974“Almost three quarters of marketers (70%) already use GenAI to work more efficiently, and only 33% believe their teams lack the skills to use it.”
Advertisers using Gen AI regularly (%)202665%2026 (dates not stated)n not stated“99% of advertisers are engaging with Gen AI. 65% use Gen AI regularly, with 28% reporting a meaningful impact on their day-to-day work.”
Brands using AI-generated or AI-enhanced content in consumer-facing marketing (%)202463%2024n: 54 responses / 48 multinational brands“Nearly two-thirds of brand owners (63%) are already using generative AI in their marketing strategies”
Brands using AI-generated or AI-enhanced content in consumer-facing marketing (%)202678%2026 (dates not stated)n: 27 multinational brands“Already more than three in four (78%) global brands are using AI-generated or AI-enhanced content in consumer-facing marketing”
Marketing teams possessing the expertise to effectively leverage AI (%)202612%2026 (dates not stated)n: 80 senior marketers across 57 companies“only 12% of marketing teams currently possess the necessary expertise to effectively leverage AI”
Marketers using agentic AI (%)202613%8 Oct 2025 to 17 Nov 2025n=4,450“While only 13% of marketers have made the leap, the difference in performance is staggering”
Marketing teams using AI in at least a few marketing areas (%)202566%not statedn=1,000+“With 66% of marketers globally using artificial intelligence in their roles”
Marketing teams using AI in at least a few marketing areas (%)202686.4%not statedn=1,500+“86.4% of marketing teams say they use AI in at least a few marketing areas.”

Consumers

How many people use generative AI, by country.

People's AI use rises in every national series

Each country's own official or central-bank series; bases differ, so compare slopes, not levels

United Statesaged 18-64, St. Louis Fed
61.8%44.6% 2024+17.2 pts
Norwayaged 16-74, SSB
71%38% 2024+33 pts
United Kingdomaged 16+, Ofcom
54%31% 2024+23 pts
Franceaged 12+, Arcep / CREDOC
48%20% 2023+28 pts
South Koreaaged 3+, MSIT
44.5%17.6% 2023+26.9 pts
Türkiyeaged 16-74, TÜİK
37.6%19.2% 2025+18.4 pts
Method & notes
  • These are consumer measures, not marketer measures, and each source counts something different: adults or all residents, use in the last week, the last three months or ever, people or households. Read each line against its own source and compare direction, not level. Use rises by roughly ten points or more a year in every series with comparable points, while paid use stays in single digits of households. Brand-run figures carry a "run by" label.
  • US adults using generative AI, one year apart. Each point is one quarter: the third quarter of 2024, then the second quarter of 2025 and of 2026. The last step (51.9% to 61.8%) is exactly one year; the first step is three quarters.
  • US adults using generative AI, one year apart. The survey covers ages 18 to 64 only, so it is not directly comparable with surveys of all adults.
  • Europe: each country's own series rises every year. Three different questions on one percent scale: Norway counts ages 16 to 74 who used a generative AI tool in the last three months; the UK counts adults 16+ who say they use AI tools; France counts people aged 12+ who use generative AI, with no period stated. Compare each line's slope, not the gaps between lines.
  • Europe: each country's own series rises every year. Ofcom's 31% is the previous-year value restated in its 2026 report, after a change of survey design. France's wording moved from AI tools (2024) to generative AI (2025); the 2026 Arcep report presents 20% to 48% as one series.
  • Korea and Türkiye: official series, different bases. Korea counts household members aged 3 and over who have ever used a generative AI service; Türkiye counts individuals aged 16 to 74 who declare using generative AI.
  • Korea and Türkiye: official series, different bases. The Türkiye 2025 value is from TÜİK's own 2025 bulletin (archived copy). The 2026 value is read from a press relay of TÜİK's 2026 bulletin (Habertürk, 2 Oct 2026), because the bulletin page is not machine-readable, and has not yet been checked on TÜİK's own page.
Sources (19)
  • Federal Reserve Bank of St. Louis (Real-Time Population Survey), FRED series RPSGENAIUSAGESHAREALL, published 2024. Fieldwork Jul 2024 to Sep 2024; n not stated; US adults aged 18-64 (Real-Time Population Survey; Bick, Blandin, Deming); US. Link
  • Federal Reserve Bank of St. Louis (Real-Time Population Survey), FRED series RPSGENAIUSAGESHAREALL, published 2025. Fieldwork Apr 2025 to Jun 2025; n not stated; US adults aged 18-64 (Real-Time Population Survey; Bick, Blandin, Deming); US. Link
  • Federal Reserve Bank of St. Louis (Real-Time Population Survey), FRED series RPSGENAIUSAGESHAREALL, published 2026. Fieldwork Apr 2026 to Jun 2026; n not stated; US adults aged 18-64 (Real-Time Population Survey; Bick, Blandin, Deming); US. Link
  • Federal Reserve Bank of St. Louis (Real-Time Population Survey), FRED series RPSGENAIUSAGESHARELWALL, published 2024. Fieldwork Jul 2024 to Sep 2024; n not stated; US adults aged 18-64 (Real-Time Population Survey; Bick, Blandin, Deming); US. Link
  • Federal Reserve Bank of St. Louis (Real-Time Population Survey), FRED series RPSGENAIUSAGESHARELWALL, published 2025. Fieldwork Apr 2025 to Jun 2025; n not stated; US adults aged 18-64 (Real-Time Population Survey; Bick, Blandin, Deming); US. Link
  • Federal Reserve Bank of St. Louis (Real-Time Population Survey), FRED series RPSGENAIUSAGESHARELWALL, published 2026. Fieldwork Apr 2026 to Jun 2026; n not stated; US adults aged 18-64 (Real-Time Population Survey; Bick, Blandin, Deming); US. Link
  • Statistics Norway (SSB), Table 14365: Use of artificial intelligence in the last three months, published 2024. Fieldwork 2024 (ICT household survey, Q2 reference); n not stated; persons aged 16-74 in Norway (official ICT household survey); Norway. Link
  • Statistics Norway (SSB), Table 14365: Use of artificial intelligence in the last three months, published 2025. Fieldwork 2025 (ICT household survey, Q2 reference); n not stated; persons aged 16-74 in Norway (official ICT household survey); Norway. Link
  • Statistics Norway (SSB), Table 14365: Use of artificial intelligence in the last three months, published 2026. Fieldwork 2026 (ICT household survey, Q2 reference); n not stated; persons aged 16-74 in Norway (official ICT household survey); Norway. Link
  • Ofcom, Adults' Media Use and Attitudes Report 2026 (previous-year value as restated), published 2024. Fieldwork 2024 (previous wave); n not stated; UK adults aged 16+ (Adults' Media Literacy Tracker); UK. Link
  • Ofcom, Adults' Media Use and Attitudes Report 2026, published 2025. Fieldwork 29 Sep 2025 to 28 Nov 2025; n=7,533; UK adults aged 16+ (Adults' Media Literacy Tracker); UK. Link
  • Arcep / CREDOC (with Arcom, CGE, ANCT), Baromètre du numérique, 2026 ed., published 2023. Fieldwork 2023 (mid-year fieldwork); n not stated; people aged 12+ in metropolitan France (Baromètre du numérique); France. Link
  • Arcep / CREDOC (with Arcom, CGE, ANCT), Baromètre du numérique, 2025 ed., published 2024. Fieldwork 2024 (mid-year fieldwork); n not stated; people aged 12+ in metropolitan France (Baromètre du numérique); France. Link
  • Arcep / CREDOC (with Arcom, CGE, ANCT), Baromètre du numérique, 2026 ed., published 2025. Fieldwork Jun 2025; n=4,145; people aged 12+ in metropolitan France (Baromètre du numérique); France. Link
  • Ministry of Science and ICT (MSIT) / National Information Society Agency (NIA), 2025 Internet Usage Survey results (MSIT press release, three-year table), published 2023. Fieldwork 2023 survey wave; n not stated; household members aged 3+ in Korea (Internet Usage Survey, approved official statistic); South Korea. Link
  • Ministry of Science and ICT (MSIT) / National Information Society Agency (NIA), 2025 Internet Usage Survey results (MSIT press release, three-year table), published 2024. Fieldwork 2024 survey wave; n not stated; household members aged 3+ in Korea (Internet Usage Survey, approved official statistic); South Korea. Link
  • Ministry of Science and ICT (MSIT) / National Information Society Agency (NIA), 2025 Internet Usage Survey results (MSIT press release, three-year table), published 2025. Fieldwork 2025 survey wave; n: 22671 households; household members aged 3+ in Korea (Internet Usage Survey, approved official statistic); South Korea. Link
  • TÜİK (Turkish Statistical Institute), Artificial Intelligence Statistics 2025 bulletin, published 2025. Fieldwork 2025 household ICT survey wave; n not stated; individuals aged 16-74 in Türkiye (household ICT survey); Türkiye. Link
  • TÜİK (Turkish Statistical Institute), via Habertürk, Artificial Intelligence Statistics 2026 bulletin, as relayed by Habertürk (2 Oct 2026), published 2026. Fieldwork 2026 household ICT survey wave; n not stated; individuals aged 16-74 in Türkiye (household ICT survey); Türkiye. Link
Data table and quotes
MeasurePublishedValueFieldworkSampleQuote
United States: Used generative AI202444.6%Jul 2024 to Sep 2024n not stated“2024-07-01,44.6192034604”
United States: Used generative AI202551.9%Apr 2025 to Jun 2025n not stated“2025-04-01,51.8648873699”
United States: Used generative AI202661.8%Apr 2026 to Jun 2026n not stated“2026-04-01,61.7802431014”
United States: used it in the last week202436.1%Jul 2024 to Sep 2024n not stated“2024-07-01,36.0586361958”
United States: used it in the last week202544%Apr 2025 to Jun 2025n not stated“2025-04-01,44.0165878087”
United States: used it in the last week202654.2%Apr 2026 to Jun 2026n not stated“2026-04-01,54.2087424858”
Norway: Norway (SSB)202438%2024 (ICT household survey, Q2 reference)n not stated“Have used generative AI tool e.g. ChatGPT, Bing Chat, Bard, LLaMA, Midjourney, DALL-E | Both sexes | 16-74 years | 2024: 38.0”
Norway: Norway (SSB)202557%2025 (ICT household survey, Q2 reference)n not stated“Have used generative AI tool e.g. ChatGPT, Bing Chat, Bard, LLaMA, Midjourney, DALL-E | Both sexes | 16-74 years | 2025: 57.0”
Norway: Norway (SSB)202671%2026 (ICT household survey, Q2 reference)n not stated“Have used generative AI tool e.g. ChatGPT, Bing Chat, Bard, LLaMA, Midjourney, DALL-E | Both sexes | 16-74 years | 2026: 71.0”
United Kingdom: UK (Ofcom)202431%2024 (previous wave)n not stated“Just over half of adults (54%) say they use AI tools compared to three in ten (31%) last year.”
United Kingdom: UK (Ofcom)202554%29 Sep 2025 to 28 Nov 2025n=7,533“Just over half of adults (54%) say they use AI tools compared to three in ten (31%) last year.”
France: France (Arcep / CREDOC)202320%2023 (mid-year fieldwork)n not stated“Alors qu’en 2023, un cinquième de la population y avait recours (20 %), ce chiffre atteint déjà près de la moitié en 2025 (48 % exactement)”
France: France (Arcep / CREDOC)202433%2024 (mid-year fieldwork)n not stated“L'usage des outils d'intelligence artificielle progresse fortement : 33 % des Français en ont déjà utilisé en 2024, contre 20 % en 2023.”
France: France (Arcep / CREDOC)202548%Jun 2025n=4,145“Alors qu’en 2023, un cinquième de la population y avait recours (20 %), ce chiffre atteint déjà près de la moitié en 2025 (48 % exactement)”
South Korea: South Korea (MSIT)202317.6%2023 survey waven not stated“생성형 AI 생성형 AI 기반 서비스 경험률 17.6 33.3 44.5 +11.2”
South Korea: South Korea (MSIT)202433.3%2024 survey waven not stated“생성형 AI 서비스를 경험해 봤다는 응답은 2024년 33.3%에서 2025년 44.5%로 11.2%p 증가했으며”
South Korea: South Korea (MSIT)202544.5%2025 survey waven: 22671 households“생성형 AI 서비스를 경험해 봤다는 응답은 2024년 33.3%에서 2025년 44.5%로 11.2%p 증가했으며”
Türkiye: Türkiye (TÜİK)202519.2%2025 household ICT survey waven not stated“Üretken yapay zeka kullandığını beyan eden bireylerin oranı 2025 yılında %19,2 oldu.”
Türkiye: Türkiye (TÜİK)202637.6%2026 household ICT survey waven not stated“Üretken yapay zeka kullandığını beyan eden bireylerin oranı 2025 yılında yüzde 19,2 iken 2026'da yüzde 37,6'ya yükseldi.”

The US ranks 16 of 30 countries on measured AI use run by Microsoft

Microsoft AI Diffusion, modelled from device telemetry (not a survey); same method everywhere

Method & notes
  • Bases differ from country to country, so the comparison uses two lenses that each measure every country the same way: Microsoft's telemetry for all countries, and the official ICT household survey for Europe and Türkiye. Each chart shows the latest value as a bar and the previous wave as a marker, so level and change can be read together. Select a country to highlight it.
  • The United States ranks 16 of 30 countries at 33%, up from 26.3%: behind the UAE, Singapore and most of Western Europe, level with Germany and Italy. The survey figure for the US is much higher because the two measures count different things (see the reading note below).
  • World is Microsoft's global estimate, shown for reference. H1 2025 is a half-year value and Q2 2026 a quarter, so the change spans about one year.

Why the US has two numbers

The survey (61.8%, ages 18 to 64) counts everyone who used generative AI for any purpose in the period: at work, at school or on a phone, even once.

Microsoft (33%, ages 15 to 64) counts people actively using an AI tool in a quarter, measured from device telemetry. Mobile apps and work accounts are partly missed, so it reads lower, but it measures every country the same way.

Use Microsoft to compare countries and a country's own series to see its speed; do not mix the two in one chart. Bases also differ (US 18 to 64, Europe 16 to 74, Korea 3 and over, France 12 and over); they move the level, not the direction.

Source: Microsoft AI Economy Institute. Each figure links to its source in the table below.

Data table and sources
CountryLatestWave and sourcePreviousPrevious wave and sourceChangeNote
United Arab Emirates73.3%Q2 2026 Link59.4%H1 2025 Link+13.9 pts
Singapore64.3%Q2 2026 Link58.6%H1 2025 Link+5.7 pts
Ireland49.9%Q2 2026 Link41.7%H1 2025 Link+8.2 pts
France49.6%Q2 2026 Link40.9%H1 2025 Link+8.7 pts
Norway49.4%Q2 2026 Link45.3%H1 2025 Link+4.1 pts
Spain45.1%Q2 2026 Link39.7%H1 2025 Link+5.4 pts
United Kingdom43.7%Q2 2026 Link36.4%H1 2025 Link+7.3 pts
Netherlands43.5%Q2 2026 Link36.3%H1 2025 Link+7.2 pts
Australia40.7%Q2 2026 Link34.5%H1 2025 Link+6.2 pts
South Korea40.6%Q2 2026 Link25.9%H1 2025 Link+14.7 pts
Belgium40.3%Q2 2026 Link33.5%H1 2025 Link+6.8 pts
Switzerland39.1%Q2 2026 Link32.4%H1 2025 Link+6.7 pts
Israel38.7%Q2 2026 Link33.9%H1 2025 Link+4.8 pts
Sweden37.3%Q2 2026 Link31.2%H1 2025 Link+6.1 pts
Austria35.4%Q2 2026 Link29.1%H1 2025 Link+6.3 pts
United States33%Q2 2026 Link26.3%H1 2025 Link+6.7 pts
Denmark32.4%Q2 2026 Link26.6%H1 2025 Link+5.8 pts
Germany32.3%Q2 2026 Link26.5%H1 2025 Link+5.8 pts
Poland32.3%Q2 2026 Link26.4%H1 2025 Link+5.9 pts
Italy31.4%Q2 2026 Link25.8%H1 2025 Link+5.6 pts
Saudi Arabia31.4%Q2 2026 Link23.7%H1 2025 Link+7.7 pts
Finland30.6%Q2 2026 Link25.6%H1 2025 Link+5 pts
Portugal27.4%Q2 2026 Link22.4%H1 2025 Link+5 pts
Japan24.7%Q2 2026 Link16.7%H1 2025 Link+8 pts
Chile24%Q2 2026 Link19.6%H1 2025 Link+4.4 pts
Argentina23.4%Q2 2026 Link17.8%H1 2025 Link+5.6 pts
Mexico21.4%Q2 2026 Link16.7%H1 2025 Link+4.7 pts
Brazil20.2%Q2 2026 Link15.6%H1 2025 Link+4.6 pts
World18.8%Q2 2026 Link15.1%H1 2025 Link+3.7 pts
India18.5%Q2 2026 Link14.2%H1 2025 Link+4.3 pts
Indonesia14.8%Q2 2026 Link11.7%H1 2025 Link+3.1 pts

Türkiye: 19.2% to 37.6% in one wave

Official ICT household surveys: Eurostat, or the national office's newer wave of the same survey

Method & notes
  • Most bars are Eurostat 2025, the first EU-wide wave with this question; the marker is the OECD 2024 value of the same question where the OECD publishes one. Finland's OECD 2024 value is left out because the national question changed between the waves.
  • Norway: Statistics Norway published its 2026 wave on 25 Sep 2026, ahead of Eurostat (71%, previous 57%; Eurostat 2025 shows 56.3%).
  • Türkiye: the 2026 value (37.6%) is read from a press relay of TÜİK's 2026 bulletin (Habertürk, 2 Oct 2026) and has not yet been checked on TÜİK's own page; the previous wave (19.2%) is from TÜİK's own 2025 bulletin. Eurostat's 2025 value for Türkiye, 17.2%, comes from the same survey with Eurostat's reference period.
  • Eurostat's 2026 wave for the other countries is expected in December 2026.

Sources: Statistics Norway (SSB), Eurostat, OECD, TÜİK (Turkish Statistical Institute). Each figure links to its source in the table below.

Data table and sources
CountryLatestWave and sourcePreviousPrevious wave and sourceChangeNote
Norway71%SSB 2026 Link57%SSB 2025 Link+14 pts
Denmark48.4%Eurostat 2025 Link36.5%OECD 2024 Link+11.9 pts
Switzerland47%Eurostat 2025 Link
Estonia46.6%Eurostat 2025 Link
Malta46.5%Eurostat 2025 Link
Finland46.3%Eurostat 2025 Link
Ireland44.9%Eurostat 2025 Link
Netherlands44.7%Eurostat 2025 Link
Cyprus44.2%Eurostat 2025 Link
Greece44.1%Eurostat 2025 Link
Belgium42%Eurostat 2025 Link23.7%OECD 2024 Link+18.3 pts
Sweden42%Eurostat 2025 Link28%OECD 2024 Link+14 pts
Austria39.4%Eurostat 2025 Link28%OECD 2024 Link+11.4 pts
Portugal38.7%Eurostat 2025 Link
Spain37.9%Eurostat 2025 Link
Slovenia37.6%Eurostat 2025 Link21%OECD 2024 Link+16.6 pts
Türkiye37.6%TÜİK 2026 Link19.2%TÜİK 2025 Link+18.4 ptspress relay (Habertürk) of the national bulletin
France37.5%Eurostat 2025 Link
Lithuania36.9%Eurostat 2025 Link
Czechia35.4%Eurostat 2025 Link
Latvia33.4%Eurostat 2025 Link
EU average32.7%Eurostat 2025 Link
Germany32.2%Eurostat 2025 Link
Slovakia30.8%Eurostat 2025 Link
Hungary29.6%Eurostat 2025 Link
Croatia27.5%Eurostat 2025 Link
Albania27.3%Eurostat 2025 Link
Poland22.7%Eurostat 2025 Link
Bulgaria22.5%Eurostat 2025 Link
Bosnia and Herzegovina20.3%Eurostat 2025 Link
Italy19.9%Eurostat 2025 Link
Serbia18.6%Eurostat 2025 Link
Romania17.8%Eurostat 2025 Link

Paying

How many of them pay for it.

Many use AI; few pay for it

Paying share by base: a share of AI users always reads higher than a share of households

United States

61.8% use generative AI

US adults

55% pay, among AI users

AI users run by Menlo

2.2% pay, among households

card data run by PNC

Paying share, every verified figure

households (bank card data)

  • United States 20263%
  • United States 20262.2%

all adults

  • Hungary 20238%

age or user group

  • United Kingdom 202521%
  • France 20259%
  • South Korea 20257.9%
  • South Korea 20257.3%
  • United States 20253.3%

AI users

  • United States 202655%
  • Vietnam 202555%
  • France 202519%
  • Germany 202613%
  • Spain 202512%
  • Türkiye 20258.8%
  • Germany 20258%

not stated

  • United States 202539%
  • Germany 202532%
  • Indonesia 202524%
  • Japan 202515%
  • South Korea 20247%
  • South Korea 20230.9%

other (see measure)

  • Brazil 202616%
Data table and sources
CountryShare payingYearBaseMeasureSource
Brazil16%2026other (see measure)Smartphone owners subscribing to a paid generative AI serviceMobile Time / Opinion Box Link
Germany13%2026AI usersAI users who pay for at least one AI applicationBitkom Research (for Bitkom) Link
Germany32%2025not statedShare using a paid version of generative AI servicesNomura Research Institute (NRI) Link
Germany8%2025AI usersGenerative AI users currently using paid AI servicesBitkom Research (for Bitkom) Link
Spain12%2025AI usersAI users who currently have a paid AI subscriptionFuncas Link
France19%2025AI usersShare of genAI users who pay for a generative AI serviceArcep / CREDOC (with Arcom, CGE, ANCT) Link
France9%2025age or user groupShare of population paying for a generative AI serviceArcep / CREDOC (with Arcom, CGE, ANCT) Link
United Kingdom21%2025age or user groupWork GenAI users who pay personally for a GenAI toolDeloitte Link
Hungary8%2023all adultsHave used a paid generative AI serviceNational University of Public Service (Hungary), Information Society Research Institute Link
Indonesia24%2025not statedRespondents subscribing to AI services reported by another outletJakpat (reported by GoodStats) Link
Japan15%2025not statedShare using a paid version of generative AI servicesNomura Research Institute (NRI) Link
South Korea7.9%2025age or user groupPaid subscription rate for generative AI servicesMinistry of Science and ICT (MSIT) / NIA Link
South Korea7.3%2025age or user groupPaid subscription rate, ChatGPTMinistry of Science and ICT (MSIT) / NIA Link
South Korea7%2024not statedEver subscribed to a paid generative AI serviceKorea Communications Commission / KISDI Link
South Korea0.9%2023not statedEver subscribed to a paid generative AI serviceKorea Communications Commission / KISDI Link
Türkiye8.8%2025AI usersPaid for the AI tools they use (among AI users)AI Policies Association (AIPA) / Kuantum Research Link
United States55%2026AI usersAI users paying for at least one AI productMenlo (survey by Morning Consult) run by Menlo Link
United States3%2026households (bank card data)Bank of America households paying for AI servicesBank of America Institute run by Bank of America Link
United States2.2%2026households (bank card data)Share of PNC households paying for a Gen AI subscription original source of a16z's household figurePNC Research run by PNC Link
United States39%2025not statedShare using a paid version of generative AI servicesNomura Research Institute (NRI) Link
United States3.3%2025age or user groupHas a paid ChatGPT Plus subscriptionEpoch AI with Blue Rose Research Link
Vietnam55%2025AI usersAI users who pay for subscriptionsDecision Lab Link
Method & notes
  • Share paying for an AI product or subscription, latest verified figure per source. Bases differ, so this table is not a country ranking: a share of AI users is always higher than a share of all adults or households.
  • Measured against the whole population, paid use is in single digits everywhere: Korea 7.9%, France about 9%, Hungary 8%, and 2.2% to 3% of US bank households. Only two countries have a true time series: Germany among AI users (8% to 13%) and Korea (0.9% to 7%).

Where a16z's paid-use figures come from

a16z publishes no US usage survey of its own; its two widely shared paid-use figures come from other sources, named only under its charts.

"~2% of US households pay for AI" (State of Markets II, 30 Sep 2026) is PNC Research's Consumer Health Check: 2.2% of PNC customer households paid for a generative AI subscription in May 2026. The base is PNC's card customers, not all US households, and a16z dates the figure April.

"Paid consumer AI adoption ~3%" (Charts of the Week, 18 Sep 2026) cites Consumer Edge card data. Consumer Edge publishes only age and income breakdowns, no total, so the figure cannot be checked against the original. This page therefore uses PNC and Bank of America for US households and leaves the a16z relays out of the table.

About this page: summary, scores and checks

Summary

Inside marketing, AI has moved from a side tool to a routine one without yet taking over the work: US marketing leaders say AI is used in 24.2% of marketing activities in 2026, up from 8.6% in 2022 on an identical question, and they expect 55.9% within three years.

Across all business functions the gap is between use and value. In McKinsey's State of AI, 89% of organisations report regular AI use in at least one function in 2026, but only 37% attribute any EBIT impact to AI, about the same as a year earlier (39%), and high performers stay at 6%.

Among advertisers and brand owners, independent trade-body and research-house surveys put generative AI use well past half: 70% of senior marketers use it to work more efficiently (Kantar, 2025), 65% of UK advertisers use it regularly (ISBA, 2026) and 78% of multinational brands use AI-generated or AI-enhanced content in consumer-facing marketing (WFA, 2026). Capability lags use: only 12% of marketing teams say they have the expertise to use AI effectively (WFA, 2026).

Deployment is now common in adjacent measures (83% of US ad executives say their company has deployed AI in the creative process; 74% of frontline employees use it daily or several times a week), but value at scale is thinner: BCG placed 40% of companies in its two value-generating segments in 2025 and 5% in its top tier, and only 30% of CMOs report mature or fully developed AI readiness in 2026.

Consumers are measured on other bases, but the direction is the same: 51.9% of US adults aged 18 to 64 used generative AI in the second quarter of 2025 and 61.8% a year later; in Norway's official series use rose from 57% to 71% in a year, and in the UK from 31% to 54%. Paying is still rare among households: 2.2% of PNC customer households pay for a gen AI subscription and around 3% of Bank of America households pay for AI services (both from card or payments data), even though 55% of US AI users say they pay for at least one AI product (run by Menlo).

Several series have only two points or changed their wording, so read the direction more than the exact level.

How to read the charts: the highlighted point is the 2026 reading, earlier years are grey. A dashed segment crosses a change in question wording or definition; the footnote under the chart says what changed. All axes start at zero. Sources are independent research and research run by large, reputable brands; each brand-run figure carries a "run by" label. Small vendors' own surveys are not used.

What this means for Marketing Trends scores

Demand Strength is a relative index: it ranks demands against each other inside a section and does not say how widely the market already uses a solution.

AI-dependent demands do not score lower. The 14 demands whose solution or need depends on AI average 51.4 on Demand Strength where they are scored, against 47.1 for the 47 other demands. Where they fall behind is the evidence threshold: 3 of the 14 have too few verified voices or source families to be ranked, even where external research places usage in the early majority.

Most demands sit in the scale and value gap. Companies use AI widely (89% regular use) but few turn it into measurable value (37% report any EBIT impact; 40% sit in BCG's value-generating segments). Demands about measurement, verification and proving value belong to that gap, not to the saturated start-using-AI part of the market.

Market maturity stays out of the score: every demand on the list pages carries a separate maturity reading and a 2x2 quadrant. A dimension without data is not scored as 0; its weight is shared among the measured ones. Without Reach and Research, for example, the score uses Voice, Momentum, Intensity, Budget at 25/15/10/5 over 55, and coverage drops.

Checked on 24 Sep 2026 against the source documents: all CMO Survey values (Topline Reports), the Gartner 2026 press releases (archived copies), the BCG 2026, Deloitte 2026 and IAB 2026 figures, the 2026 Hype Cycle profile, the McKinsey State of AI values (archived copies of the report pages; the 2026 use value of 89% read from Exhibit 1), and the ISBA, WFA, Kantar and Forrester figures (source pages or archived copies). The Forrester agentic AI figure (83%) is a single reading with a broad definition and no earlier comparable value. The consumer figures were checked on 4 and 5 Oct 2026 against the FRED, Statistics Norway and Eurostat data files, the Arcep, MSIT, Microsoft, PNC, Bank of America Institute and Menlo documents, and an archived copy of the Ofcom report; the TÜİK 2025 value from an archived copy of TÜİK's bulletin and the 2026 value from a press relay.