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AI Feature Adoption & Value Perception Survey

Measures user interest, perceived value, adoption barriers, and willingness to pay for AI-powered product features. Designed for SaaS product teams prioritizing their AI roadmap based on user feedback.

Sample questions

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

24 questions · ~4 min
Q01
Long Text

Welcome, and thank you for participating in this survey. The purpose of this study is to understand your preferences and needs related to AI-powered features in our product. This survey takes approximately 5 minutes to complete. Your responses are confidential and will be reported only in aggregate. There are no right or wrong answers — we are interested in your honest opinions. Participation is voluntary and you may stop at any time.

Q02
Long Text

How long have you been using our product?

Q03
Long Text

How interested are you in trying new AI features we may introduce in the next 3 months?

Q04
Multiple Choice

Which of the following would you need in place before adopting AI features in our product? (Select all that apply)

Q05
Long Text

If these AI features were available next month, when would you likely start using them?

Q06
Long Text

In a few words, what primary outcome would define success for AI features in your workflow?

Q07
Long Text

Based on your responses in this survey, is there anything else we should consider to make AI features more valuable for you?

Q08
Long Text

Which of the following best describes your role level?

Q09
Long Text

Thank you for your time. Your input will directly help shape our AI feature roadmap. If you opted into the pilot program, we'll be in touch soon.

Q10
Multiple Choice

In the past 30 days, have you used any AI-powered features in our product?

Q11
Long Text

Please rank the following AI use cases by their potential value to your work (drag to reorder, 1 = most valuable).

Q12
Multiple Choice

What concerns, if any, might prevent you from using AI features in our product? (Select all that apply)

Q13
Multiple Choice

Which pricing approach would you most prefer for AI features?

Q14
Multiple Choice

Would you be interested in joining a limited pilot program for these AI features when available?

Q15
AI Interview

We'd like to explore a few of your responses in more depth. An AI moderator will ask you up to 2 follow-up questions based on your answers.

Q16
Long Text

Which functional area best describes your work?

Q17
Multiple Choice

What best describes why you have not used the AI-powered features? (Select all that apply)

Q18
Long Text

To what extent do you agree that AI features in our product could save you meaningful time in your daily work?

Q19
Multiple Choice

What monthly per-user price premium would be reasonable for AI features?

Q20
Long Text

Which industry best describes your organization?

Q21
Long Text

To what extent do you agree that AI features in our product could improve the quality of your work outputs?

Q22
Long Text

Approximately how many employees are in your organization?

Q23
Long Text

To what extent do you agree that AI features in our product could help you make better decisions?

Q24
Long Text

Where are you primarily located?

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.