Use AI to deeply review and improve your UX research or design documents by role-playing diverse critical reviewers.
After drafting your UX research report, usability test script, or design rationale, ask AI to act as different types of reviewers—such as a skeptical stakeholder, a concerned user, or a detail-focused editor. This approach helps you uncover blind spots, unclear wording, or missed objections you might not notice on your own. By simulating multiple perspectives in one go, AI can provide rich, varied feedback that raises the quality and clarity of your work before you share it. This saves time revising later and builds confidence that your document will hold up under real-world scrutiny.
Try this prompt today
“Act as three different reviewers: 1) a skeptical stakeholder who questions assumptions, 2) a detail-oriented editor who looks for clarity and grammar, and 3) a user advocate who spots confusing parts. Review this UX research report I wrote and provide specific feedback from each perspective to help me improve it before sharing.”
February 9, 2026
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