ResearchFeedback synthesis

Synthesize a pile of feedback or comments

Use to turn many reviews, survey answers, or comments into clear themes.

The prompt
prompt.txt
Synthesize this batch of feedback into themes.

Raw feedback (reviews, comments, or survey responses):
{{feedback}}
What I want to learn from it: {{question}}

Task:
1. Identify the recurring themes and roughly how common each is.
2. For each theme, give a one-line summary and 1 or 2 representative quotes.
3. Separate praise, complaints, requests, and confusion.
4. Surface any minority but important signal worth not ignoring.
5. End with the top 3 actions the feedback points to.

Constraints: stay faithful to what people actually said, and do not exaggerate how common a theme is.

Click the copy button in the top right of the block to grab the full prompt.

Variables

Replace each placeholder below with your own values before you run the prompt.

  • {{feedback}}
  • {{question}}
Recommended models
Claude Opus 4.8GPT-5Gemini 2.5 Pro
Tags
#feedback#synthesis#themes#analysis

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