Responses & analysis

Summarize and analyze responses

Themes, sentiment and outliers from open text; counts, distributions, completion and drop-off from everything else.

Ask your assistant
Summarize this week's feedback - main themes, sentiment, anything urgent.
What's the completion rate, and where do people drop off?

Two lenses, both one question away:

  • Summarize — open-text fields become themes, overall sentiment, and notable outliers worth reading in full.
  • Analyze — the numbers: response counts, choice distributions, number/rating statistics, completion rate, per-field drop-off, and the adaptive A/B comparison.

Follow up conversationally: “only responses that mentioned pricing”, “compare this month to last”.

FAQ

What's the difference between summarize and analyze?

Summarize reads open-text answers (themes, sentiment, outliers). Analyze computes numbers: counts, choice distributions, rating stats, completion, drop-off and the adaptive-vs-static comparison.

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Updated 2026-07-18 · View as markdown