Use AI to deeply review your UX research or writing by simulating multiple reviewer roles with diverse perspectives.
To catch gaps and improve your UX documents before sharing, ask AI to act as several different reviewers—like a skeptical stakeholder, a novice user, and a data-driven analyst. Each role will highlight different issues, from unclear language to missing context or weak arguments. This multi-angle review helps you stress-test your work thoroughly without needing extra people. Simply feed your draft to AI and specify the reviewer types and their focus areas, then combine the feedback into a clear revision plan.
Try this prompt today
“Act as three reviewers of my UX research report: 1) A skeptical stakeholder looking for unclear or weak points, 2) A new user who might misunderstand or get confused, and 3) A data-focused analyst checking if insights are well supported. Provide a list of issues or suggestions from each perspective to help me improve the report before sharing.”
February 9, 2026
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