Use AI to review your UX research recruitment screener for balance and completeness before recruiting users.
Before sending out your user recruitment screener, it’s important to catch any unclear questions, biased wording, or missing criteria that might affect the quality of your participant pool. This prompt helps you get AI to act as a critical reviewer, identifying gaps, confusing language, or leading questions in your screener. It saves time by giving you a quick, fresh perspective to improve your screener’s effectiveness and fairness before recruiting users.
Try this prompt today
“Act as an experienced UX research recruiter reviewing a user recruitment screener for a usability study. Read the screener questions below and identify any unclear wording, biased or leading questions, missing important screening criteria, or anything that might confuse or discourage potential participants. Suggest clear improvements or additional questions to make the screener more balanced, user-friendly, and effective at finding the right users. Here is the recruitment screener text: [Paste your screener questions here]”
February 4, 2026
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