daily ai power user optimism in america outpaces demographics
Does daily AI use predict how Americans feel about AI? Yes. In a February 2026 Data for Progress poll of 1,228 U.S. likely voters, daily AI users were 57 points net favorable toward AI, while people who rarely or never use it were 42 points net unfavorable, a 99-point gap. That gap is larger than the gaps by age (35 points), race (32), gender (26) and party (14) in the same poll.
By the EPR Editorial Team. Updated October 2026.
Key takeaways
AI usage frequency was the strongest predictor of attitudes toward AI in the Data for Progress poll.
About one in five voters uses AI daily, so the heaviest users are a large minority, not a majority.
The poll shows a correlation among likely voters. It does not show that using AI causes people to like it.
The Data for Progress poll found that AI usage frequency separates voters' views of AI more sharply than any demographic factor it measured. Overall, 48% of voters viewed AI favorably and 46% unfavorably.
The table shows each group's net favorability (favorable minus unfavorable, in points) and the gap between the groups. The poll reports the net figures, and the gaps are calculated from them.
Net favorability toward AI, Data for Progress, February 13 to 17, 2026
Comparison
Higher group
Lower group
Gap
AI usage
Daily users: +57
Rarely or never: -42
99 points
Age
Under 45: +25
45 and older: -10
35 points
Race
Black voters: +29
White voters: -3
32 points
Gender
Men: +16
Women: -10
26 points
Party
Republicans: +11
Democrats: -3
14 points
Data for Progress surveyed 1,228 U.S. likely voters online and weighted the sample by age, gender, education, race, geography and recalled presidential vote. The margin of error is plus or minus 3 points, and subgroup results carry larger margins.
How common is daily AI use among Americans?
Daily AI use is common but not yet the norm: 22% of employed voters use AI at least once a day for work and 21% of all voters use it daily in their personal lives, according to Data for Progress. A majority use it less often, with 55% of employed voters using AI at least a few times a month for their job and 51% doing so personally.
Adoption has been fast by historical standards. Economists Alexander Bick (Federal Reserve Bank of St. Louis), Adam Blandin (Vanderbilt University) and David Deming (Harvard Kennedy School) found that 39.4% of U.S. adults aged 18 to 64 had used generative AI by August 2024, two years after ChatGPT launched. The internet reached 20% after two years and personal computers reached 20% after three years.
The Pew Research Center's 2026 analysis of AI use by age, based on a February 2026 survey of more than 5,000 U.S. adults, found that chatbot use and daily chatbot use are higher among adults under 50, and that use is rising across every age group.
Does heavy use cause favorable views of AI?
Heavy use does not necessarily cause favorable views, because the poll measures association at one point in time. People who already like AI may use it more, people who use it more may like it more, or both can be true.
Three limits apply when reading the 99-point gap. The poll covers likely voters, not all Americans or all consumers. It measures favorability toward AI, not optimism about the economy, the future or buying behavior. And the gap compares the two ends of the usage scale, so it overstates the difference between a typical user and a typical non-user.
Data for Progress reports that men, younger voters and voters of color also report higher personal AI use. Usage and demographics overlap, so the groups in the table are not independent of each other.
How does U.S. sentiment compare with other countries?
U.S. sentiment toward AI is among the most cautious of the countries surveyed. In Stanford HAI's 2025 AI Index, based on Ipsos survey data from 2024, 39% of Americans said AI products and services have more benefits than drawbacks, compared with 40% in Canada, 77% in Thailand, 80% in Indonesia and 83% in China.
Stanford HAI's 2026 AI Index adds a trust measure. The United States recorded the lowest trust in its own government to regulate AI responsibly of any country surveyed, at 31%, against a global average of 54%.
What should brand and communications teams take from this?
Brand and communications teams should treat AI usage frequency as an audience variable worth measuring, because attitudes toward AI differ most between daily users and non-users. The points below are inferences from the data above, not findings from the polls.
Ask about AI usage frequency in audience research. If your customers skew young, male or urban, more of them are likely to be daily users.
Do not assume that a favorable view of AI carries over to a favorable view of AI-generated marketing. None of the polls cited here tested that.
Check what AI assistants say about your category. Citation share measures how often a brand is named in AI answers, and the Citation Share Index and discoverability KPI guide explain the method.
What is the biggest predictor of attitudes toward AI?
In the February 2026 Data for Progress poll, how often a voter uses AI was the strongest predictor of attitudes toward it. Daily users were 57 points net favorable and rarely-or-never users were 42 points net unfavorable.
How many Americans use AI every day?
Data for Progress found that 21% of voters use AI daily in their personal lives and 22% of employed voters use it daily for work. Harvard-affiliated researchers found 39.4% of adults aged 18 to 64 had used generative AI at least once by August 2024.
Is AI adoption faster than the internet?
Yes, by the measure Bick, Blandin and Deming used. Generative AI reached 39.4% of working-age adults two years after launch, while the internet reached 20% after two years. Workplace adoption was closer to that of personal computers, so faster home use drives the difference.
Do Americans view AI more negatively than people in other countries?
Stanford HAI's 2025 AI Index found 39% of Americans saw more benefits than drawbacks in AI, compared with 83% in China and 80% in Indonesia. Its 2026 edition found U.S. trust in the government to regulate AI was the lowest of any surveyed country, at 31%. Sources: Data for Progress (February 2026), the Harvard Gazette on the Bick, Blandin and Deming study (October 2024), Pew Research Center (June 2026), and Stanford HAI's 2026 AI Index and 2025 AI Index.
Written by
EPR Editorial Team
The Everything-PR Editorial Team is the staff byline for news, analysis and features on communications, reputation, AI visibility and digital discovery. Everything-PR has published since 2009. AI tools assist with research and drafting, and every article is reviewed by a human editor before publication. Coverage follows the Editorial Policy, and substantive corrections are noted on the article under the Corrections Policy.
