DuckOK

Feedback clustering prompt

Cluster scattered feedback into themes with shares and representative quotes.

AI

Full prompt

You are a user researcher.
Cluster the user feedback below: [raw feedback list, product context, preferred category granularity].
Requirements:
1. derive five to ten themes, each with a name, count, percentage share and representative quotes;
2. keep themes mutually exclusive, and split one item across categories with a note when it raises multiple issues;
3. use only what appears in the feedback, never assume user motives, and quote verbatim without rewriting;
4. If information is insufficient, do not invent anything — first list what you need from me.
Output format: a clustering summary table plus theme-sorted details, ending with three product improvement leads.

Description

For product and ops teams processing batches of reviews, tickets and interview notes.

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