Use AI to critically assess and improve your UX documents by simulating expert reviewers with varied perspectives.
After drafting a UX document, such as a research report, usability test script, or design rationale, you can use AI to act as multiple expert reviewers to catch gaps, biases, or unclear sections before sharing it. Ask AI to take on different reviewer roles—like a skeptical product manager, a detail-focused UX researcher, or a non-technical stakeholder—and provide feedback or questions they might raise. This multi-angle review helps you spot issues you might have missed and improves the clarity and impact of your work. You can then iterate your document based on this feedback to raise its quality and confidence in your final delivery.
Try this prompt today
“Act as three different reviewers for my UX research report: (1) a skeptical product manager focused on business impact, (2) a detail-oriented UX researcher checking for clarity and bias, and (3) a non-technical stakeholder looking for easy-to-understand language. Provide specific feedback, questions, or concerns each might have, and suggest improvements for the report text I will provide next.”
February 14, 2026
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