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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.

What's Included

AI-Powered Questions

Intelligent follow-up questions based on responses

Automated Analysis

Real-time sentiment and insight detection

Smart Distribution

Target the right audience automatically

Detailed Reports

Comprehensive insights and recommendations

Template Overview

24

Questions

AI-Powered

Smart Analysis

Ready-to-Use

Launch in Minutes

This professionally designed survey template helps you gather valuable insights with intelligent question flow and automated analysis.

Sample Survey Items

Q1
Chat Message
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.
Q2
Dropdown
How long have you been using our product?
  • Less than 1 month
  • 1–3 months
  • 4–12 months
  • 1–3 years
  • 3+ years
  • I'm evaluating / not yet a user
Q3
Multiple Choice
In the past 30 days, have you used any AI-powered features in our product?
  • Yes
  • No
Q4
Multiple Choice
What best describes why you have not used the AI-powered features? (Select all that apply)
  • Didn't know they exist
  • No current need
  • Concerns about accuracy
  • Privacy or security concerns
  • Not available on my plan
  • Too complex to use
  • Other (please specify)
Q5
Opinion Scale
How interested are you in trying new AI features we may introduce in the next 3 months?
Range: 1 7
Min: Not at all interestedMid: NeutralMax: Extremely interested
Q6
Ranking
Please rank the following AI use cases by their potential value to your work (drag to reorder, 1 = most valuable).
Drag to order (top = most important)
  1. Summarize long content
  2. Draft or improve text
  3. Automate repetitive steps
  4. Recommend next actions
  5. Generate insights from data
Q7
Opinion Scale
To what extent do you agree that AI features in our product could save you meaningful time in your daily work?
Range: 1 7
Min: Strongly disagreeMid: NeutralMax: Strongly agree
Q8
Opinion Scale
To what extent do you agree that AI features in our product could improve the quality of your work outputs?
Range: 1 7
Min: Strongly disagreeMid: NeutralMax: Strongly agree
Q9
Opinion Scale
To what extent do you agree that AI features in our product could help you make better decisions?
Range: 1 7
Min: Strongly disagreeMid: NeutralMax: Strongly agree
Q10
Multiple Choice
Which of the following would you need in place before adopting AI features in our product? (Select all that apply)
  • Clear accuracy or quality metrics
  • Human-in-the-loop review controls
  • Strong data privacy assurances
  • Admin controls and permissions
  • Ability to edit AI outputs
  • Audit logs or traceability
  • Seamless integration with my workflows
  • Other (please specify)
Q11
Multiple Choice
What concerns, if any, might prevent you from using AI features in our product? (Select all that apply)
  • Data privacy or security
  • Incorrect or misleading outputs
  • Compliance or legal risk
  • Cost concerns
  • Loss of control or transparency
  • Performance or latency
  • Accessibility or inclusivity
  • None — I have no major concerns
  • Other (please specify)
Q12
Dropdown
If these AI features were available next month, when would you likely start using them?
  • Immediately
  • Within 1 month
  • In 1–3 months
  • In 3–6 months
  • In 6+ months
  • Not planning to adopt
Q13
Multiple Choice
Which pricing approach would you most prefer for AI features?
  • Included in current plan
  • Add-on fee per user
  • Usage-based (per action or tokens)
  • Per workspace or account
  • Not willing to pay
  • Not sure
Q14
Multiple Choice
What monthly per-user price premium would be reasonable for AI features?
  • $0 — I expect it included
  • $1–$5
  • $6–$10
  • $11–$20
  • $21–$50
  • More than $50
  • Not sure
Q15
Long Text
In a few words, what primary outcome would define success for AI features in your workflow?
Max chars
Q16
Multiple Choice
Would you be interested in joining a limited pilot program for these AI features when available?
  • Yes
  • Maybe
  • No
Q17
Long Text
Based on your responses in this survey, is there anything else we should consider to make AI features more valuable for you?
Max chars
Q18
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.
AI InterviewLength: 2Personality: [Object Object]Mode: Fast
Reference questions: 6
Q19
Dropdown
Which of the following best describes your role level?
  • Individual contributor
  • Team lead / Manager
  • Director
  • VP / Executive
  • Prefer not to answer
Q20
Dropdown
Which functional area best describes your work?
  • Engineering / Development
  • Data / Analytics
  • Product / Design
  • Operations
  • Sales / Marketing
  • Customer Support
  • Finance / Legal
  • General Management
  • Other
  • Prefer not to answer
Q21
Dropdown
Which industry best describes your organization?
  • Technology
  • Financial services
  • Healthcare
  • Education
  • Retail / E-commerce
  • Manufacturing
  • Professional services
  • Government / Nonprofit
  • Media / Entertainment
  • Other
Q22
Dropdown
Approximately how many employees are in your organization?
  • 1–10
  • 11–50
  • 51–200
  • 201–1,000
  • 1,001–5,000
  • 5,001+
  • Prefer not to answer
Q23
Dropdown
Where are you primarily located?
  • North America
  • Europe
  • Asia
  • Latin America
  • Middle East
  • Africa
  • Oceania
  • Prefer not to answer
Q24
Chat Message
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.

Frequently Asked Questions

What is QuestionPunk?
QuestionPunk is an AI-powered survey and research platform that turns traditional surveys into adaptive conversations. Describe your research goal and get a complete survey draft, conduct AI-moderated interviews with dynamic follow-ups, detect low-quality responses, and produce insights automatically. It's fast, flexible, and scalable across qualitative and quantitative research.
How do I create my first survey?
Sign up, then choose how to build: describe your research goal and let AI generate a survey, pick a template, or start from scratch. Add question types, set logic, preview, and share.
Can the AI generate a survey from a prompt?
Yes. Describe your research goal in plain language and QuestionPunk drafts a complete survey with appropriate question types, ordering, and AI follow-up logic. You can then customize before publishing.
What question types are available?
QuestionPunk supports a wide range of question types: opinion scale, rating, multiple choice, dropdown, ranking, matrix, constant sum, AI interview (text and audio), long text, short text, email, phone, date, address, website, numeric, audio/video recording, contact form, chat message, conversation reset, button, page breaks, and more.
How do AI interviews work?
AI interviews conduct adaptive conversations with respondents. The AI asks follow-up questions based on what the respondent says, probing for clarity and depth. You control the personality, tone, model (Haiku, Sonnet, or Opus), and question mode (fixed count, AI decides when to stop, or time-based).
Can I test my survey before launching?
Yes. Use synthetic testing to create AI personas and run them through your survey. This helps catch issues with question flow, logic, and wording before real respondents see it.
How many languages are supported?
QuestionPunk supports 142+ languages. Add languages from the survey editor, auto-translate questions, and share language-specific links. AI interviews also adapt to the respondent's language automatically.
How can I share my survey?
Share via a direct link (with optional custom slug), embed on your website (iframe or script), distribute through Prolific for research panels, or generate a QR code for physical distribution.
Can I export survey results?
Yes. Export as CSV (flat or wide layout), Excel (XLSX), or export the survey structure as PDF/Word. Filter by suspicious level, response type, language, or date range before exporting.
Does QuestionPunk detect fraudulent responses?
Yes. Every response is automatically classified with a suspicious level (low/medium/high) based on attention checks, response timing, and behavioral signals. You can filter flagged responses in the Responses tab.
What are the pricing plans?
Basic (Free): 20 responses/month. Business ($50/month or $500/year): 5,000 responses/month with priority support. Enterprise (Custom): unlimited responses, remove branding, custom domain, and dedicated support.
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