Verasight June 2026 AI Survey

15 min read Original article ↗

Prepared by Verasight

Survey results from a nationally representative sample of adults aged 18+.

Key Takeaways

Which of the following AI tools or models have you heard of?

Select all that apply.

(N = 1,690)

Grok (xAI / Elon Musk)

51%

ResponsePercent
ChatGPT (OpenAI)90%
Google Gemini83%
Meta AI / Llama67%
Microsoft Copilot66%
Claude (Anthropic)51%
Grok (xAI / Elon Musk)51%
DeepSeek31%
Perplexity27%
None of the above4%

Demographic Crosstabs

Response18-2930-4950-6465+
ChatGPT (OpenAI)90%90%89%89%
Google Gemini87%84%81%81%
Meta AI / Llama63%64%69%70%
Microsoft Copilot68%65%64%67%
Claude (Anthropic)59%48%50%49%
Grok (xAI / Elon Musk)58%50%48%50%
DeepSeek39%29%30%27%
Perplexity29%30%28%19%
None of the above5%3%5%4%

Which of the following AI tools or models have you personally used in the past 30 days?

Select all that apply.

(N = 1,622)

Shown if respondent has heard of at least one AI tool or model

None — I have not used any AI tool in the past 30 days

28%

ResponsePercent
Google Gemini46%
ChatGPT (OpenAI)45%
None — I have not used any AI tool in the past 30 days28%
Microsoft Copilot20%
Meta AI / Llama11%
Claude (Anthropic)9%
Grok (xAI / Elon Musk)8%
Perplexity4%
DeepSeek3%

Demographic Crosstabs

Response18-2930-4950-6465+
Google Gemini55%46%46%38%
ChatGPT (OpenAI)53%52%43%32%
None — I have not used any AI tool in the past 30 days20%22%30%40%
Microsoft Copilot19%23%21%18%
Meta AI / Llama12%13%12%7%
Claude (Anthropic)13%10%8%4%
Grok (xAI / Elon Musk)13%7%5%7%
Perplexity4%5%5%3%
DeepSeek5%3%2%1%

Which of the following AI tools or models have you used the most in the past 30 days?

(N = 1,158)

Shown if respondent has used at least one AI tool or model in the past 30 days

ChatGPT (OpenAI)Google GeminiMicrosoft CopilotClaude (Anthropic)Grok (xAI / Elon Musk)PerplexityMeta AI / LlamaDeepSeekNone — I have not used any AI tool in the past 30 days

ResponsePercent
ChatGPT (OpenAI)40%
Google Gemini39%
Microsoft Copilot9%
Claude (Anthropic)4%
Meta AI / Llama4%
Grok (xAI / Elon Musk)2%
Perplexity2%
DeepSeek0%
None — I have not used any AI tool in the past 30 days0%

Demographic Crosstabs

Response18-2930-4950-6465+
ChatGPT (OpenAI)37%47%36%33%
Google Gemini40%33%45%42%
Microsoft Copilot8%7%10%14%
Claude (Anthropic)7%4%2%2%
Meta AI / Llama5%4%3%3%
Grok (xAI / Elon Musk)2%2%1%4%
Perplexity0%2%2%2%
DeepSeek1%0%0%0%
None — I have not used any AI tool in the past 30 days0%0%0%0%

In general, how often do you use AI tools such as ChatGPT, Claude, Gemini, or Copilot?

(N = 1,690)

Several times per dayAbout once a dayA few times a weekAbout once a weekA few times a monthLess than once a monthNever

ResponsePercent
Several times per day17%
About once a day12%
A few times a week20%
About once a week7%
A few times a month9%
Less than once a month12%
Never24%

Demographic Crosstabs

Response18-2930-4950-6465+
Several times per day17%23%16%10%
About once a day16%11%11%10%
A few times a week22%20%19%17%
About once a week10%6%7%5%
A few times a month6%9%8%11%
Less than once a month12%12%12%14%
Never16%19%26%34%

To what extent do you agree or disagree with each of the following statements about AI?

(N = 1,690)

I feel anxious about the rise of AI60%

40%

I’m excited about the possibilities AI brings to my life47%

53%

I feel confident I can keep up with changes driven by AI51%

48%

AI will lead to fewer job opportunities in the future72%

28%

I trust AI tools to give me accurate information45%

55%

AI has made my daily life easier50%

50%

AI is having a positive impact on society overall41%

60%

AI threatens human connection and authentic relationships73%

28%

I worry about losing control over decisions that affect my life due to AI48%

52%

ItemStrongly agreeSomewhat agreeSomewhat disagreeStrongly disagree
I feel anxious about the rise of AI21%39%26%14%
I’m excited about the possibilities AI brings to my life12%35%30%23%
I feel confident I can keep up with changes driven by AI11%40%31%17%
AI will lead to fewer job opportunities in the future31%41%21%7%
I trust AI tools to give me accurate information6%39%33%22%
AI has made my daily life easier11%39%27%23%
AI is having a positive impact on society overall7%34%36%24%
AI threatens human connection and authentic relationships34%39%20%8%
I worry about losing control over decisions that affect my life due to AI16%32%30%22%

Demographic Crosstabs

I feel anxious about the rise of AI
Response18-2930-4950-6465+
Somewhat agree45%40%33%40%
Somewhat disagree24%25%29%24%
Strongly agree21%19%22%24%
Strongly disagree10%17%16%11%
I’m excited about the possibilities AI brings to my life
Response18-2930-4950-6465+
Somewhat agree39%37%35%31%
Somewhat disagree31%27%29%32%
Strongly disagree19%21%23%29%
Strongly agree11%16%13%8%
I feel confident I can keep up with changes driven by AI
Response18-2930-4950-6465+
Somewhat agree48%43%38%33%
Somewhat disagree30%27%34%36%
Strongly disagree11%15%20%24%
Strongly agree10%15%9%7%
AI will lead to fewer job opportunities in the future
Response18-2930-4950-6465+
Somewhat agree47%40%40%39%
Strongly agree25%32%31%33%
Somewhat disagree24%17%22%21%
Strongly disagree4%10%7%7%
I trust AI tools to give me accurate information
Response18-2930-4950-6465+
Somewhat agree38%41%37%38%
Somewhat disagree37%29%34%35%
Strongly disagree20%21%22%24%
Strongly agree5%9%6%3%
AI has made my daily life easier
Response18-2930-4950-6465+
Somewhat agree49%41%36%31%
Somewhat disagree22%24%29%32%
Strongly disagree17%22%26%29%
Strongly agree11%13%9%8%
AI is having a positive impact on society overall
Response18-2930-4950-6465+
Somewhat disagree39%30%37%39%
Somewhat agree33%34%33%33%
Strongly disagree21%26%23%23%
Strongly agree6%10%7%5%
AI threatens human connection and authentic relationships
Response18-2930-4950-6465+
Somewhat agree37%40%37%40%
Strongly agree36%30%36%34%
Somewhat disagree22%18%21%19%
Strongly disagree6%11%6%6%
I worry about losing control over decisions that affect my life due to AI
Response18-2930-4950-6465+
Somewhat agree37%30%28%32%
Somewhat disagree32%31%29%29%
Strongly disagree19%24%25%19%
Strongly agree12%15%18%20%

How much anxiety, if any, do you feel about AI’s implications in each of the following areas?

(N = 1,690)

A great deal of anxiety

Some anxiety

A little anxiety

No anxiety

A great deal of anxiety

19%

A great deal of anxiety

33%

A great deal of anxiety

33%

A great deal of anxiety

29%

A great deal of anxiety

32%

A great deal of anxiety

25%

ItemA great deal of anxietySome anxietyA little anxietyNo anxiety
Employment and job security19%30%25%26%
Privacy and personal data33%33%21%13%
Authenticity of information and media33%34%20%13%
Human relationships and social connection29%31%22%17%
Government and political decision-making32%32%20%16%
Mental health and emotional wellbeing25%31%25%19%

Demographic Crosstabs

Employment and job security
Response18-2930-4950-6465+
Some anxiety39%31%27%23%
No anxiety12%22%32%36%
A little anxiety29%26%21%24%
A great deal of anxiety20%21%20%16%
Privacy and personal data
Response18-2930-4950-6465+
Some anxiety46%31%26%32%
A great deal of anxiety23%34%39%37%
A little anxiety20%21%22%20%
No anxiety10%15%14%12%
Authenticity of information and media
Response18-2930-4950-6465+
Some anxiety36%33%31%39%
A great deal of anxiety32%31%37%32%
A little anxiety19%22%20%18%
No anxiety13%14%12%11%
Human relationships and social connection
Response18-2930-4950-6465+
Some anxiety38%30%26%30%
A great deal of anxiety24%29%35%30%
A little anxiety27%22%21%20%
No anxiety11%19%19%20%
Government and political decision-making
Response18-2930-4950-6465+
Some anxiety40%34%25%30%
A great deal of anxiety23%30%37%39%
A little anxiety20%21%22%16%
No anxiety17%15%16%16%
Mental health and emotional wellbeing
Response18-2930-4950-6465+
Some anxiety41%28%27%30%
A little anxiety31%25%22%24%
A great deal of anxiety18%26%30%25%
No anxiety10%21%22%22%

How excited, if at all, are you about AI’s potential benefits in each of the following areas?

(N = 1,690)

Very excited

Somewhat excited

Not very excited

Not at all excited

ItemVery excitedSomewhat excitedNot very excitedNot at all excited
Work productivity14%36%28%22%
Healthcare and medicine20%37%23%19%
Education14%32%30%25%
Creative expression (art, writing, music)13%27%28%33%
Scientific research22%39%21%17%
Climate and environmental solutions15%32%28%26%

Demographic Crosstabs

Work productivity
Response18-2930-4950-6465+
Somewhat excited46%37%31%32%
Not very excited25%25%28%34%
Not at all excited14%20%28%26%
Very excited15%18%14%9%
Healthcare and medicine
Response18-2930-4950-6465+
Somewhat excited40%40%32%36%
Not very excited26%22%25%21%
Very excited18%20%21%22%
Not at all excited16%18%23%20%
Education
Response18-2930-4950-6465+
Somewhat excited34%33%26%33%
Not very excited30%27%34%29%
Not at all excited25%23%25%27%
Very excited11%17%14%11%
Creative expression (art, writing, music)
Response18-2930-4950-6465+
Not at all excited41%30%32%30%
Not very excited22%25%28%37%
Somewhat excited26%27%29%26%
Very excited11%18%12%8%
Scientific research
Response18-2930-4950-6465+
Somewhat excited41%42%35%39%
Very excited14%24%23%25%
Not very excited28%19%21%18%
Not at all excited16%15%21%18%
Climate and environmental solutions
Response18-2930-4950-6465+
Somewhat excited34%34%28%29%
Not very excited26%26%30%30%
Not at all excited27%24%28%26%
Very excited13%16%14%15%

To what extent do you support or oppose each of the following AI regulations?

(N = 1,690)

Requiring AI companies to publicly disclose the results of safety testing for their most powerful AI systems89%

11%

Requiring AI companies to have their most powerful AI systems reviewed by independent, third-party evaluators before deployment89%

12%

giving the federal government the authority to block the release of an AI system if it is found to pose a risk81%

19%

ItemStrongly supportSupportOpposeStrongly oppose
Requiring AI companies to publicly disclose the results of safety testing for their most powerful AI systems55%34%8%3%
Requiring AI companies to have their most powerful AI systems reviewed by independent, third-party evaluators before deployment53%36%9%3%
giving the federal government the authority to block the release of an AI system if it is found to pose a risk45%36%14%5%

Demographic Crosstabs

Requiring AI companies to publicly disclose the results of safety testing for their most powerful AI systems
Response18-2930-4950-6465+
Strongly support47%52%57%63%
Support36%36%33%33%
Oppose15%8%7%3%
Strongly oppose2%5%3%1%
Requiring AI companies to have their most powerful AI systems reviewed by independent, third-party evaluators before deployment
Response18-2930-4950-6465+
Strongly support45%51%54%60%
Support39%35%37%34%
Oppose15%9%6%5%
Strongly oppose1%5%3%1%
giving the federal government the authority to block the release of an AI system if it is found to pose a risk
Response18-2930-4950-6465+
Strongly support41%40%47%52%
Support39%37%35%32%
Oppose17%15%13%12%
Strongly oppose3%8%6%5%

To what extent are you concerned about each of the following?

(N = 1,690)

Very concerned

Somewhat concerned

Not at all concerned

ItemVery concernedSomewhat concernedNot at all concerned
AI being used to help develop biological or chemical weapons48%39%13%
AI leading to job loss47%40%13%
AI being used to launch large-scale cyberattacks on hospitals, power grids, or other critical infrastructure51%39%10%
AI systems acting in ways that humans can no longer control or shut down46%39%15%
AI accelerating the development of even more powerful AI in unpredictable ways43%43%14%
The United States falling behind China in AI development25%40%35%

Demographic Crosstabs

AI being used to help develop biological or chemical weapons
Response18-2930-4950-6465+
Very concerned34%43%55%59%
Somewhat concerned51%40%34%33%
Not at all concerned15%17%12%8%
AI leading to job loss
Response18-2930-4950-6465+
Very concerned44%45%50%47%
Somewhat concerned42%40%37%41%
Not at all concerned14%14%13%12%
AI being used to launch large-scale cyberattacks on hospitals, power grids, or other critical infrastructure
Response18-2930-4950-6465+
Very concerned42%44%59%61%
Somewhat concerned49%42%32%33%
Not at all concerned9%14%9%6%
AI systems acting in ways that humans can no longer control or shut down
Response18-2930-4950-6465+
Very concerned34%43%52%56%
Somewhat concerned51%38%38%30%
Not at all concerned15%19%10%14%
AI accelerating the development of even more powerful AI in unpredictable ways
Response18-2930-4950-6465+
Somewhat concerned55%42%43%35%
Very concerned29%40%48%53%
Not at all concerned15%18%9%11%
The United States falling behind China in AI development
Response18-2930-4950-6465+
Somewhat concerned35%38%40%48%
Not at all concerned49%40%30%24%
Very concerned16%22%31%29%

AI companies have proposed regulations for the AI industry. Thinking about these proposals, which of the following best reflects your view?

(N = 1,690)

These proposals are primarily designed to protect the public — the companies are genuinely trying to prevent harm from AI

9%

These proposals are primarily designed to benefit the companies — by shaping regulations in ways that favor established players and block competition

43%

These proposals are equally motivated by public interest and company self-interest

15%

I'm not sure / I don't have enough information to say

33%

ResponsePercent
These proposals are primarily designed to protect the public — the companies are genuinely trying to prevent harm from AI9%
These proposals are primarily designed to benefit the companies — by shaping regulations in ways that favor established players and block competition43%
These proposals are equally motivated by public interest and company self-interest15%
I'm not sure / I don't have enough information to say33%

Demographic Crosstabs

Response18-2930-4950-6465+
These proposals are primarily designed to protect the public — the companies are genuinely trying to prevent harm from AI10%9%9%8%
These proposals are primarily designed to benefit the companies — by shaping regulations in ways that favor established players and block competition53%43%39%39%
These proposals are equally motivated by public interest and company self-interest12%16%15%14%
I'm not sure / I don't have enough information to say24%32%37%38%

If you had to pick, who do you trust more to determine whether the model is safe?

(N = 1,690)

I trust the U.S. government

30%

I trust the AI company, Anthropic

14%

I’m not familiar enough with the situation to have an opinion.

56%

ResponsePercent
I trust the U.S. government30%
I trust the AI company, Anthropic14%
I’m not familiar enough with the situation to have an opinion.56%

Demographic Crosstabs

Response18-2930-4950-6465+
I trust the U.S. government34%27%28%31%
I trust the AI company, Anthropic13%18%12%11%
I’m not familiar enough with the situation to have an opinion.53%55%60%58%

Which of the following best reflects your general view on AI safety disputes between the government and AI companies?

(N = 1,690)

The government should generally have the final say, even if AI companies disagree

49%

AI companies should generally have the final say, since they understand the technology better than regulators

15%

ResponsePercent
The government should generally have the final say, even if AI companies disagree49%
AI companies should generally have the final say, since they understand the technology better than regulators15%
I’m not sure35%

Demographic Crosstabs

Response18-2930-4950-6465+
The government should generally have the final say, even if AI companies disagree58%45%44%52%
AI companies should generally have the final say, since they understand the technology better than regulators19%17%14%12%
I’m not sure22%38%42%35%

How would you describe your own personal financial situation today compared to one year ago?

(N = 1,690)

Much better offSomewhat better offAbout the sameSomewhat worse offMuch worse off

ResponsePercent
Much better off7%
Somewhat better off18%
About the same44%
Somewhat worse off20%
Much worse off10%

Demographic Crosstabs

Response18-2930-4950-6465+
Much better off5%8%8%7%
Somewhat better off27%16%18%16%
About the same44%41%43%47%
Somewhat worse off20%22%17%22%
Much worse off4%12%14%9%

To what extent has each of the following made your personal financial situation better or worse?

(N = 1,690)

ItemBetterWorseNo Impact
President Trump’s policies19%58%22%
Congressional Democrats12%42%46%
Congressional Republicans17%54%29%
The Federal Reserve10%36%53%
AI Companies (e.g., OpenAI, Anthropic)12%25%63%
Big Technology Companies (e.g., Amazon, Google, Meta)17%31%52%
My own personal decisions46%22%32%

Demographic Crosstabs

President Trump’s policies
Response18-2930-4950-6465+
Worse72%60%51%52%
No Impact18%23%28%20%
Better10%17%21%28%
Congressional Democrats
Response18-2930-4950-6465+
No Impact59%43%42%43%
Worse25%42%50%49%
Better16%15%7%8%
Congressional Republicans
Response18-2930-4950-6465+
Worse58%57%46%54%
No Impact29%29%35%23%
Better13%14%19%23%
The Federal Reserve
Response18-2930-4950-6465+
No Impact56%50%53%56%
Worse31%41%38%33%
Better12%9%9%11%
AI Companies (e.g., OpenAI, Anthropic)
Response18-2930-4950-6465+
No Impact58%59%65%70%
Worse30%28%24%20%
Better12%13%11%10%
Big Technology Companies (e.g., Amazon, Google, Meta)
Response18-2930-4950-6465+
No Impact48%48%59%56%
Worse38%35%26%24%
Better13%18%15%20%
My own personal decisions
Response18-2930-4950-6465+
Better47%41%45%53%
No Impact24%35%33%34%
Worse29%25%22%13%

Recently, Senator Bernie Sanders proposed legislation that would require artificial intelligence companies to transfer 50% of their stock to a fund owned by the American public. Do you support or oppose this proposal?

(N = 841)

Randomized split-sample experiment: this half of respondents saw the proposal attributed to Senator Bernie Sanders. Compare with the unnamed-sponsor version.

Strongly supportSomewhat supportSomewhat opposeStrongly oppose

ResponsePercent
Strongly support24%
Somewhat support40%
Somewhat oppose21%
Strongly oppose15%

Demographic Crosstabs

Response18-2930-4950-6465+
Strongly support22%30%21%21%
Somewhat support47%39%40%36%
Somewhat oppose24%19%19%21%
Strongly oppose6%11%19%23%

Recently, a Senator proposed legislation that would require artificial intelligence companies to transfer 50% of their stock to a fund owned by the American public. Do you support or oppose this proposal?

(N = 849)

Randomized split-sample experiment: this half of respondents saw the identical proposal attributed only to “a Senator” (no name). Compare with the Sanders-attributed version.

Strongly supportSomewhat supportSomewhat opposeStrongly oppose

ResponsePercent
Strongly support21%
Somewhat support48%
Somewhat oppose20%
Strongly oppose12%

Demographic Crosstabs

Response18-2930-4950-6465+
Strongly support23%25%17%16%
Somewhat support58%44%49%46%
Somewhat oppose15%21%19%22%
Strongly oppose4%10%15%17%

For each of the following types of companies, please indicate whether you think they do more good than harm, more harm than good, or about equal amounts of both.

(N = 1,690)

Much more good than harm

Somewhat more good than harm

About equal good and harm

Somewhat more harm than good

Much more harm than good

Much more good than harm

7%

Somewhat more good than harm

20%

About equal good and harm

37%

Somewhat more harm than good

19%

Much more harm than good

18%

Much more good than harm

4%

Somewhat more good than harm

12%

About equal good and harm

33%

Somewhat more harm than good

32%

Much more harm than good

19%

Much more good than harm

10%

Somewhat more good than harm

25%

About equal good and harm

34%

Somewhat more harm than good

20%

Much more harm than good

11%

Much more good than harm

3%

Somewhat more good than harm

7%

About equal good and harm

30%

Somewhat more harm than good

29%

Much more harm than good

31%

Much more good than harm

3%

Somewhat more good than harm

7%

About equal good and harm

37%

Somewhat more harm than good

27%

Much more harm than good

26%

Much more good than harm

8%

Somewhat more good than harm

30%

About equal good and harm

42%

Somewhat more harm than good

15%

Much more harm than good

5%

Much more good than harm

7%

Somewhat more good than harm

18%

About equal good and harm

34%

Somewhat more harm than good

24%

Much more harm than good

16%

Much more good than harm

4%

Somewhat more good than harm

3%

About equal good and harm

19%

Somewhat more harm than good

23%

Much more harm than good

52%

ItemMuch more good than harmSomewhat more good than harmAbout equal good and harmSomewhat more harm than goodMuch more harm than good
Artificial intelligence companies7%20%37%19%18%
Social media companies4%12%33%32%19%
Pharmaceutical companies10%25%34%20%11%
Casinos3%7%30%29%31%
Prediction markets (e.g., Kalshi, Polymarket)3%7%37%27%26%
Banks and financial institutions8%30%42%15%5%
Oil and gas companies7%18%34%24%16%
Tobacco companies4%3%19%23%52%

Demographic Crosstabs

Artificial intelligence companies
Response18-2930-4950-6465+
About equal good and harm40%38%35%35%
Somewhat more good than harm13%18%22%27%
Somewhat more harm than good19%18%19%17%
Much more harm than good19%18%16%16%
Much more good than harm8%7%7%5%
Social media companies
Response18-2930-4950-6465+
Somewhat more harm than good37%26%29%41%
About equal good and harm35%33%36%27%
Much more harm than good13%24%19%18%
Somewhat more good than harm12%11%12%11%
Much more good than harm3%7%4%3%
Pharmaceutical companies
Response18-2930-4950-6465+
About equal good and harm38%38%32%29%
Somewhat more good than harm27%20%26%27%
Somewhat more harm than good20%19%19%21%
Much more good than harm11%8%10%13%
Much more harm than good4%15%14%9%
Casinos
Response18-2930-4950-6465+
Much more harm than good38%28%28%32%
Somewhat more harm than good33%24%32%31%
About equal good and harm20%35%31%29%
Somewhat more good than harm6%9%7%6%
Much more good than harm3%4%2%2%
Prediction markets (e.g., Kalshi, Polymarket)
Response18-2930-4950-6465+
About equal good and harm32%40%39%35%
Somewhat more harm than good24%24%28%32%
Much more harm than good36%22%23%27%
Somewhat more good than harm5%12%6%5%
Much more good than harm3%3%4%2%
Banks and financial institutions
Response18-2930-4950-6465+
About equal good and harm41%44%41%41%
Somewhat more good than harm31%22%35%36%
Somewhat more harm than good18%17%11%14%
Much more good than harm9%8%6%7%
Much more harm than good2%7%7%2%
Oil and gas companies
Response18-2930-4950-6465+
About equal good and harm35%37%35%29%
Somewhat more harm than good30%21%23%26%
Somewhat more good than harm12%14%23%25%
Much more harm than good16%21%13%12%
Much more good than harm7%8%6%7%
Tobacco companies
Response18-2930-4950-6465+
Much more harm than good48%50%48%61%
Somewhat more harm than good24%19%26%23%
About equal good and harm22%24%18%11%
Much more good than harm4%3%4%3%
Somewhat more good than harm2%4%4%2%

Survey Details

📋 1,690 United States adults 📅 June 18-19, 2026

Verasight collected data for this project from June 18-19, 2026. The sample consists of 1,690 United States adults.

The sampling criteria for this survey were:1. US resident2. Adult (age 18+)

The selection criteria for the final sample were:1. Passed all data quality assurance checks, outlined below

The data are weighted to match the May 2026 Current Population Survey on age, race/ethnicity, sex, income, education, region, and metropolitan status, as well as to a running three-year average of partisanship distributions from the Pew Research Center NPORS benchmarking surveys and population benchmarks of 2024 vote. The margin of sampling error, which accounts for the design effect and is calculated using the classical random sampling formula, is +/- 2.8%.

All respondents were recruited via email from the Verasight Community, which is composed of individuals recruited via random address-based sampling, random person-to-person text messaging, and dynamic online targeting. All Verasight community members are verified via multi-step authentication, including providing an SMS response from a mobile phone registered with a major U.S. carrier (e.g., no VOIP or internet phones) as well as within-survey technology, including verifying the absence of non-human responses with technologies such as Google reCAPTCHA v3. Those who exhibit low-quality response behaviors over time, such as straight-lining or speeding, are also removed and prohibited from further participation in the community. Verasight Community members receive points for taking surveys that can be redeemed for Venmo or PayPal payments, gift cards, or charitable donations. Respondents are never routed from one survey to another and receive compensation for every invited survey, so there is never an incentive to respond strategically to survey qualification screener questions.

To further ensure data quality, the Verasight data team implements a number of post-data collection quality assurance procedures, including confirming no duplicate respondents, verifying the absence of non-human responses, and removing any respondents who failed in-survey attention and/or straight-lining checks. Respondents that completed the survey in less than 30% of the median completion time were removed.

Unmeasured error in this or any other survey may exist. Verasight is a member of the American Association for Public Opinion Research Transparency Initiative.