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📊 Survey Results Analysis

Turn raw survey responses or feedback into themes, segments and clear findings.

See the quality — a real example

Sample only · no credits used

Input — sample

30 open 'why no upgrade?' responses: mostly 'too expensive', several 'missing feature X', few 'didn't know'.

Output — sample

Themes (by frequency)

  • Price perception (most) — 'not worth it'
  • Feature gap (several) — concentrated on feature X
  • Awareness gap (few) — didn't know paid existed

Actions

  • Test value-framing before discounting; surface paid features inside free.

Synthesizes only your pasted responses; frequency as given, no extrapolation; flags the n=30 limit.

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FAQ

How much does Survey Results Analysis cost?

About 9 points per run (1 point = $0.01). You get 30 free points on signup to try it. No subscription — pay only for what you run, and points never expire.

Is my data private?

Your input is used only to generate this one result; results are saved to your own account history, never shared and never used to train models.

What if the result isn’t good?

If a tool fails to deliver a usable result within 14 days, we refund or re-credit it — just email hi@panshi.io.

Do I need a subscription?

No. Buy points once, use them on every tool, no monthly fee, and they never expire.