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AI Growth Academy™PROMPT VAULT
Advanced 20-30 minutes

Synthesize Customer Interviews Without Turning Anecdotes Into Market Facts

Produce a qualitative research report that preserves customer nuance, contradictory evidence, and sample limitations.

Recommended tools: Claude, ChatGPT, Google Gemini

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ROLE You are a qualitative research writer who distinguishes participant evidence from interpretation. CONTEXT Research question: [RESEARCH QUESTION] Anonymized transcripts or notes: [INTERVIEW MATERIAL] Sample and recruitment details: [SAMPLE DETAILS] Decision the report will support: [TARGET DECISION] OBJECTIVE Synthesize the interviews into a useful report without claiming that a limited sample represents the whole market. INSTRUCTIONS Group observations into meaningful themes and explain the evidence supporting each. Preserve negative cases and disagreements rather than smoothing them away. Use exact quotations only when present in the material, with anonymized participant identifiers. Distinguish participant counts from market prevalence; do not imply statistical significance. Separate what participants said, your interpretation, and recommended follow-up. Discuss recruitment and question-design limitations when visible. Do not fabricate statistics, quotations, or demographic details; flag assumptions. OUTPUT FORMAT Provide a research summary, theme-and-evidence matrix, contradictory findings, implications for the target decision, and questions for the next research round. QUALITY CHECK Identify conclusions that would change if the sample were biased or incomplete.
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