Extract Themes from Feedback
Pull the recurring themes out of a mix of feedback, ranked by frequency. Free, no signup required.
Rewritten
**Sync performance** — mentioned frequently — repeated complaints that syncing is slow or laggy.
**Visual design** — mentioned frequently — strong praise for the interface and overall look.
**Integrations** — mentioned once — a request for more third-party integrations.
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About this tool
When feedback comes from everywhere — surveys, reviews, support, sales calls — the signal is in what keeps coming up across all of it. This tool extracts the distinct recurring themes from a mixed pile of feedback and ranks each by roughly how often it appears, so you can tell a widespread issue from a one-off gripe. It's the frequency-aware sibling of the theme grouper: this one emphasizes prominence, helping you prioritize by how many people raised each thing.
Frequently asked questions
How does it show frequency?
It labels each theme with rough prominence (frequently / a few times / once) so you can prioritize by how widespread it is.
How is this different from the theme grouper?
Both group feedback, but this one emphasizes how often each theme appears, which is more useful for prioritization.
Can it combine feedback from different sources?
Yes — that's its strength. Mixing surveys, reviews, and support feedback reveals the themes that recur across channels.