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AI Content Watermark Perception & Trust Survey

Measures consumer awareness, trust, acceptability, and behavioral intentions regarding AI content provenance watermarks, designed for technology policy researchers and platform designers evaluating labeling strategies.

Sample questions

A preview of what’s in the template. Every question is editable before you launch.

22 questions · ~4 min
Q01
Long Text

Welcome! Thank you for taking part in this short, anonymous survey (approximately 5 minutes). We are studying how people perceive content labeling signals online. There are no right or wrong answers — we are interested in your honest opinions. Your responses are confidential, will be reported only in aggregate, and used for research purposes. Participation is voluntary, and you may skip any question or stop at any time.

Q02
Multiple Choice

In the past 30 days, where have you encountered AI-generated content (text, images, or video)? Select all that apply.

Q03
Long Text

For this survey, an AI content watermark is an embedded signal or visible label that indicates how content was created or edited (for example, with an AI tool). It can help people and platforms verify the origin of content and detect manipulations.

Q04
Long Text

If a news article included a clear watermark showing it was written by a human journalist, how much would your trust in that article change?

Q05
Multiple Choice

Which of the following watermark-related features would you support on major platforms? Select all that apply.

Q06
Long Text

Based on your responses in this survey, what would make AI content watermarks more useful or trustworthy to you? Please share any additional thoughts in 1–2 sentences.

Q07
Long Text

What is your age group?

Q08
Long Text

Thank you for completing this survey! Your responses have been recorded and will be used for research purposes only. We appreciate your time and insights.

Q09
Multiple Choice

Before today, how familiar were you with labels or watermarks that indicate how online content was created or edited?

Q10
Long Text

Overall, how useful do you think AI content watermarks would be for everyday internet users?

Q11
Long Text

If a social media post included a clear watermark showing it was AI-generated, how much would your trust in that post change?

Q12
Long Text

Please rank the following concerns about AI-generated content from most concerning (1) to least concerning (6).

Q13
AI Interview

We'd like to explore your thoughts on AI content watermarks in a bit more depth. An AI moderator will ask you a couple of follow-up questions based on your earlier responses.

Q14
Multiple Choice

How do you describe your gender?

Q15
Long Text

How acceptable is it for platforms (e.g., social media, news sites) to display a label when a watermark indicating AI involvement is detected?

Q16
Long Text

If a product image on an online store included a clear watermark showing it was AI-generated, how much would your trust in that image change?

Q17
Long Text

Please rank the following outcomes you most want AI watermarks to support, from highest priority (1) to lowest priority (6).

Q18
Long Text

In which region do you currently live?

Q19
Long Text

Imagine you are shopping online and a product image displays an AI watermark. How likely would you be to purchase that product?

Q20
Long Text

What is the highest level of education you have completed?

Q21
Multiple Choice

If you saw a watermark indicating AI involvement on a piece of content, how might your behavior change? Select all that apply.

Q22
Long Text

What is your current employment status?

What’s included

  • AI follow-ups

    Adaptive probes on open-ended answers that pull out detail a static form would miss.

  • Attention checks

    Built-in safeguards against rushed answers and low-quality respondents.

  • AI-drafted copy

    Wording, ordering, and branching written by the AI — tuned to your research goal.

  • Auto report

    Themes, quotes, and a plain-English summary write themselves once responses come in.

Ready to launch?

Open this template in the editor. Every part is yours to change before the first respondent sees it.