Use AI to turn raw user feedback into clear, prioritized insights for smarter product decisions.
Start by gathering all your user interview notes, feedback forms, and survey responses in one place. Then, feed this combined text to AI and ask it to identify key themes, common pain points, and user desires. Next, request the AI to rank these issues by frequency or impact to help you prioritize what matters most. This approach saves hours of manual sorting and reveals patterns you might miss. Finally, use the AI-generated summary as the basis for your next product requirement document or stakeholder update, ensuring your work is grounded in real user needs.
Try this prompt today
“Act as a product manager reviewing user feedback. Here is a collection of user comments and interview notes: [paste your raw user feedback]. Identify the main themes, common problems, and user wishes. Then, rank these by how often they appear or how important they seem. Summarize the findings clearly to help prioritize product improvements.”
January 2, 2026
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