Use AI to quickly extract and organize usability test feedback into actionable improvement categories.
After running usability tests, you often end up with a pile of raw participant feedback that can be overwhelming to sort through. Instead of manually reading and tagging every comment, you can use AI to speed this up by summarizing and grouping feedback into clear themes like navigation issues, content confusion, or feature requests. This lets you quickly see patterns and prioritize fixes without spending hours on manual sorting. Simply feed the AI your notes and ask it to organize the feedback into categories with concise summaries for each. This saves time and helps you focus your efforts on the most impactful user concerns.
Try this prompt today
“Act as a UX research assistant. Here are raw notes from a usability test session: [Insert raw participant comments here] Please organize these comments into 4-5 clear categories of user issues or suggestions, and provide a short summary for each category that highlights the main problem and any user quotes that illustrate it.”
February 15, 2026
Get daily AI tips like this one
WorkSmarterWith.ai delivers fresh AI tips, workflows, and prompts every day — tailored to your role.