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Prototype User-Test Synthesis Prompt

Participant testing a mobile prototype while a researcher observes
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AI Prompt

Prototype User-Test Synthesis Prompt

Summarize usability sessions without turning a few observations into false certainty.

Research & Analysis

Summarize usability sessions without turning a few observations into false certainty. Replace the bracketed details with your own project information before use.

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Analyze these anonymized user-test notes: [paste]. Product goal: [goal]. Participants and tasks: [summary]. Group observations by task and friction point; include exact participant evidence where supplied, frequency, severity, and plausible cause. Separate direct observation from interpretation. Identify contradictory signals and where the sample is too small to generalize. Recommend the three highest-value design changes and one follow-up test for each. Do not invent quotes, participant demographics, or success rates.

How to use it

Remove personal data before sharing interview notes with an AI tool. Review the output against your source material, then revise one requirement at a time. Explore more free examples in the AI Craft Pad prompt library.

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