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Hear the pattern behind individual reviews.

Paste review text to surface repeated friction, feature requests, praise and the phrases customers use. It runs in your browser with simple, visible rules and is clear about its limits.
  • Theme groups
  • Evidence shown
  • Nothing uploaded

Find repeated review themes

Runs in this page with simple word rules. Review text isn't sent or stored.

Turn scattered comments into a brief.

Paste reviews to surface repeated friction, feature requests, pricing complaints, praise and the words your customers actually use.

  • Themes
  • Tone split
  • Repeated phrases

Repeated language is evidence, not the whole market.

Use enough variety

A handful of recent reviews can expose urgent friction, but it can't speak for every user. Include positive, neutral and negative feedback over a meaningful time window, and keep store, country, version and rating in mind.

Read the evidence lines

Themes come from visible word rules, so check the supporting reviews before trusting a label. A mention of “subscription” can mean value, confusion or anger; frequency alone doesn't tell you which.

Turn themes into tests

A repeated complaint can suggest an onboarding, reliability, pricing or messaging experiment, and a repeated phrase can sharpen listing copy. Neither should top the roadmap until it fits your strategy and broader evidence.

Protect customer data

Paste only reviews you're allowed to analyze, and remove names, emails, order details, health information and other identifiers. This page doesn't send the text anywhere, but privacy-safe input still matters.