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Scale Digital Media

AI Copywriting · Analyser

Customer Review Phrase Finder

The most persuasive copy often uses the exact words customers already use. Paste reviews (yours or competitors'), survey answers or enquiry emails, and the phrase finder counts the two-, three- and four-word phrases that come up most, then sorts sentences into problems people had, outcomes they got and what they praised.

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Free, no sign-up. Runs in your browser: nothing you enter is stored or sent to us.

Paste customer language

At least 5 reviews or about 150 words gives useful results. Up to about 100,000 characters.

How the phrase finder works

  1. Splits the text into sentences and lower-case words.
  2. Counts phrases of two, three and four words, ignoring phrases made only of common words (“it was a”, “and the”).
  3. Removes overlaps, so if “fixed the boiler” and “fixed the boiler in” appear equally often, only the more complete phrase is shown.
  4. Sorts sentences into themes using simple signal words: problems (“worried”, “struggled”, “before”, “nightmare”), outcomes (“now”, “finally”, “saved”, “results”) and praise (“friendly”, “professional”, “recommend”).

It does not use AI or judge sentiment. It surfaces patterns for you to read, which is the useful part of voice-of-customer research.

Where to find customer language

  • Your Google, Trustpilot or Facebook reviews (copy and paste the text).
  • Competitor reviews, especially 3-star ones, which often explain what customers wish was better.
  • Enquiry forms and emails: how people describe the problem before they know your terminology.
  • Post-purchase surveys: “What nearly stopped you buying?” and “What would you tell a friend?”

Using what you find

  • Problem phrases make strong headlines and ad hooks because readers recognise their own situation.
  • Outcome phrases belong in subheadings and benefit bullets.
  • Praise phrases tell you which proof to show: if people keep mentioning “tidy” or “on time”, feature that.

Feed the best phrases into the Value Proposition Builder, and read voice of customer research: how to find the words that sell for the full method.

Next step

Want website messaging built around your actual customers?

Send us the page that is underperforming. We will explain what is holding it back and how we would rewrite it.