AI-Assisted Feature Adoption & Trust Survey
Measures user adoption, satisfaction, trust, and pain points with AI-assisted product features. Use it to capture actionable feedback that informs product roadmap and feature prioritization decisions.
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Sample questions
A preview of what’s in the template. Every question is editable before you launch.
In the past 30 days, have you used any AI-assisted features in this product?
- Yes
- No
Which of the following AI-assisted features have you used in the past 30 days? Select all that apply.
- Autocompletion or writing assistance
- Summarization or note generation
- Recommendations or next-best actions
- Auto-tagging or classification
- Chat assistant or Q&A
- Image or content generation
- Other (please specify)
How often did you use AI-assisted features in the past 30 days?
- Several times a day
- Daily
- A few times a week
- Weekly
- Less than weekly
Overall, how satisfied are you with the quality of outputs from the AI-assisted features?
Overall, how much do you trust the outputs from the AI-assisted features?
How likely are you to recommend the AI-assisted features to a colleague or friend?
Which issues, if any, have you experienced with AI-assisted features in the past 30 days? Select all that apply.
- None in the past 30 days
- Minor inaccuracies that needed edits
- Irrelevant or fabricated outputs
- Biased or unfair results
- Slow responses or timeouts
- App crashes or bugs
- Privacy or security concerns
- Other (please specify)
If you experienced an issue with AI-assisted features, please share a recent example and what you expected instead.
Which of the following controls would increase your confidence when using AI assistance? Select all that apply.
- Easy way to undo or disable AI suggestions
- See sources or citations
- Explain how a result was produced
- Review changes before applying
- Set tone, style, or strictness
- Data and privacy controls
- Other (please specify)
Rank what matters most to you when using AI assistance (top = most important).
- Higher quality results
- Faster completion
- Fewer manual steps
- Creativity or new ideas
- Confidence the result is correct
If AI-assisted features required a paid add-on, which monthly price range (USD) would you be most willing to pay?
- I would not pay for AI features
- $1–$4 per month
- $5–$9 per month
- $10–$19 per month
- $20–$29 per month
- $30 or more per month
How interested are you in using AI-assisted features in the next 30 days?
What is one change that would most improve AI assistance in this product for you?
Based on your responses in this survey, is there anything else you would like to share about your experience with AI-assisted features?
We'd like to learn a bit more about your experience with AI-assisted features. A short follow-up conversation will ask a couple of additional questions.
What is your age?
- 18–24
- 25–34
- 35–44
- 45–54
- 55–64
- 65+
- Prefer not to say
How do you describe your gender?
- Woman
- Man
- Non-binary
- Prefer not to say
Where do you primarily live?
- Africa
- Asia
- Europe
- North America
- South America
- Oceania
- Prefer not to say
What is the highest level of education you have completed?
- Less than high school
- High school or equivalent
- Some college or associate degree
- Bachelor's degree
- Master's degree
- Doctorate
- Other
- Prefer not to say
What is your current employment status?
- Full-time
- Part-time
- Self-employed
- Student
- Unemployed and looking
- Not working and not looking
- Retired
- Prefer not to say
Thank you for completing the survey — your feedback helps us improve AI-assisted features in this product!
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.
Frequently asked questions
What questions are in the “AI-Assisted Feature Adoption & Trust Survey” template?
The template includes 22 ready-to-use questions, starting with: “Welcome! This survey asks about your experience with AI-assisted features in this product. It takes approximately 10 min…” · “In the past 30 days, have you used any AI-assisted features in this product?” · “Which of the following AI-assisted features have you used in the past 30 days? Select all that apply.”. The full set is previewed above, and every question is editable.
How long does this survey take to complete?
Respondents typically finish the 22 questions in about 10 minutes.
Can I customize this template?
Yes — every question, answer option, and the ordering is editable before you launch. You can add or remove questions, or ask the AI editor to rework the survey around your research goal.
Is this template free to use?
Yes. Open it in the editor and start customizing right away — no account required to try it, and the free plan covers launching your survey.
Ready to launch?
Open this template in the editor. Every part is yours to change before the first respondent sees it.
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