Synthesize a Week of User Interviews

For a product team that does 5–8 interviews a week and has no time to synthesize. One prompt reads every transcript, groups the raw quotes into themes, and returns a one-page insights doc with verbatim pull-quotes linked back to the sources.

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THE GRIND

Insights stay trapped in transcripts

The research happens. The transcripts pile up. The synthesis lives in one researcher's head and the team keeps making decisions on gut anyway.

Transcripts sit in Notion, never re-read after the interview

The same theme shows up three weeks running before anyone notices

Product reviews debate opinions because the quotes aren't surfaced

Composio collapses all of this into one prompt — here's what that looks like.

THE FLOW
5 steps · 1 toolkit

Your agent runs it end-to-end.

  1. 01
    List transcripts from the Research folder for the given window
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  2. 02
    Fetch each transcript and extract raw statements
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  3. 03
    Cluster statements into 3–5 themes, ranked by frequency and severity
  4. 04
    For each theme, pick 2–3 verbatim quotes with a back-link to the source transcript
  5. 05
    Append the insights page with themes, quotes, and suggested actions
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THE PAYOFF

Insights ready before the review

Every product review starts with the themes already on the page — not 'we should really synthesize those interviews'. Decisions reference quotes, not vibes.

Paste this into Claude, Cursor, or Codex. It'll install the CLI, connect your apps, and run the task — end to end.