Turn customer reviews into a feature priority list

Stop guessing what to build next.

NNinaKIntermediate⏱ ≈3h/weekClaude
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We had hundreds of reviews and no time to read them. Claude clusters them into themes we can act on.

Turn customer reviews into a feature priority list

The workflow

  1. Export reviews to a text file
  2. Ask Claude to cluster them into themes
  3. Rank themes by frequency and severity
  4. Bring the top 5 to planning

Result: A ranked, evidence-backed list of what to fix first.

The prompt

Cluster these reviews into themes. For each theme give a count, a severity, and 2 representative quotes. Reviews:
[PASTE]
ForProduct

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