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AI Changelog Clarity & Adoption Impact Survey
Measures how users perceive the clarity, usefulness, and behavioral impact of AI product changelogs. Designed for product and developer experience teams seeking to optimize release communication and drive feature adoption.
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AI Changelog Clarity & Adoption Impact Survey
Welcome, and thank you for participating! This brief survey (approximately 12 minutes) gathers your feedback on AI update changelogs for this product. There are no right or wrong answers — we are interested in your honest opinions. Your responses are confidential and will be reported only in aggregate to improve our changelog communications. Participation is entirely voluntary, and you may stop at any time.
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Sample questions
A preview of what’s in the template. Every question is editable before you launch.
23 questions · ~12 min
Q01
Multiple Choice
In the past 30 days, have you read any AI feature or model update changelog for this product?
- Yes
- No
Message
The next two questions are for those who have not recently read a changelog. If you have read one, you may skip ahead.
Q02
Multiple Choice
What are the main reasons you haven't read a changelog recently? Select all that apply.
- I didn't notice any updates
- Too frequent to keep up
- Too technical or jargon-heavy
- Not relevant to my work
- I rely on other sources (e.g., docs, community)
- No time
- Other
Q03
Long Text
What one change would most help you notice and engage with AI update changelogs?
Message
The following questions are about the most recent AI update changelog you read.
Q04
Multiple Choice
Where did you access the most recent AI update changelog?
- In-app banner or toast
- Release notes page
- Developer portal
- Documentation site
- Blog
- GitHub/GitLab releases
- Community (Slack/Discord/Forum)
- Social post
- Other
Q05
Dropdown
Approximately how long did you spend reading the last changelog?
- Less than 1 minute
- 1–2 minutes
- 3–5 minutes
- 6–10 minutes
- More than 10 minutes
Q06
Opinion Scale
Overall, how clear was the last AI update changelog you read?
Scale: 1 – 7
Min:Not at all clearMax:Extremely clear
Q07
Opinion Scale
How clearly did the changelog explain what changed and why?
Scale: 1 – 7
Min:Not at all clearlyMax:Extremely clearly
Q08
Opinion Scale
How clearly did the changelog explain what actions you need to take (if any)?
Scale: 1 – 7
Min:Not at all clearlyMax:Extremely clearly
Q09
Opinion Scale
How appropriate was the level of technical detail in the changelog?
Scale: 1 – 7
Min:Far too little detailMax:Far too much detail
Q10
Ranking
Rank the following changelog sections by how useful they are to you (drag the most useful to the top).
- High-level summary
- What's new bullets
- Before/after examples
- Migration or upgrade guidance
- Deprecation notices
- Performance or benchmark results
Drag to rank
Q11
Multiple Choice
Did any recent AI update change how you use the product?
- Yes, I made an immediate change
- Yes, I'm planning a change
- Not yet, but I'm considering it
- No impact
- Not sure
Q12
Long Text
Briefly describe what you changed or plan to change because of the update.
Q13
Long Text
What additional information in the changelog would help you act on future updates?
Q14
Dropdown
How often would you like to receive AI changelog updates?
- Every update as it ships
- Weekly digest
- Biweekly digest
- Monthly digest
- Only major releases
- Only if it affects my usage
Q15
Multiple Choice
Which channels would you prefer for receiving changelog updates? Select all that apply.
- In-app notifications
- Release notes page
- Documentation site
- Developer portal
- Blog
- GitHub/GitLab releases
- Slack/Discord/Community
- RSS/Atom
- Other
Q16
Ranking
Rank the following example types by how valuable they are to you in AI changelogs (drag the most valuable to the top).
- Short input-output examples
- Before/after comparisons
- Code snippets in common languages
- Edge-case behaviors
- Performance/benchmark figures
- Migration guidance examples
Drag to rank
Q17
AI Interview
Based on your responses in this survey, we'd like to explore a few of your thoughts in more detail. An AI moderator will ask you up to 2 short follow-up questions.
Q18
Dropdown
What is your primary role?
- Engineer/Developer
- Data Scientist/ML Engineer
- Product Manager
- Designer/UX Researcher
- Analyst
- Executive/Founder
- Support/Solutions/Success
- Other
Q19
Dropdown
How long have you worked with AI or machine learning tools?
- 0–6 months
- 6–12 months
- 1–2 years
- 3–5 years
- 6+ years
Q20
Dropdown
How often do you use this product?
- Multiple times per day
- Daily
- 2–3 times per week
- Weekly
- Monthly or less
Q21
Dropdown
How many employees does your organization have?
- 1
- 2–10
- 11–50
- 51–200
- 201–1,000
- 1,001+
Q22
Dropdown
Where are you primarily located?
- North America
- Europe
- Asia-Pacific
- Latin America
- Middle East/Africa
- Other/Prefer not to say
Q23
Multiple Choice
Would you be open to being contacted for a brief follow-up conversation?
- Yes
- No
Message
Thank you for your time and insights! Your feedback will directly inform how we improve future AI update changelogs.
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 Changelog Clarity & Adoption Impact Survey” template?
The template includes 23 ready-to-use questions, starting with: “In the past 30 days, have you read any AI feature or model update changelog for this product?” · “What are the main reasons you haven't read a changelog recently? Select all that apply.” · “What one change would most help you notice and engage with AI update changelogs?”. The full set is previewed above, and every question is editable.
How long does this survey take to complete?
Respondents typically finish the 23 questions in about 12 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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