How to analyze Google Play reviews and get named themes with source quotes?

Analyze Google Play reviews and get named themes with source quotes using RawQuotes

This task can be performed using RawQuotes

Customer feedback grouped into insights you can check.

Best product for this task

RawQuotes

RawQuotes

analytics

Customer feedback analysis that names nothing it can't back with quotes. Put a short survey on any page, or bring what you already have: a Typeform export, Google Play reviews, a batch of support e-mails. RawQuotes groups what repeats into named insights. Each one opens into the exact words it was counted from. With fewer than ten complete responses you see a count and no insights.

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What to expect from an ideal product

  1. Upload your Google Play reviews export and RawQuotes groups recurring complaints and praise into named themes, each backed by the exact review quotes that formed it.
  2. No more manually tagging hundreds of reviews: RawQuotes surfaces what repeats across your app feedback without you reading every line.
  3. Every insight shows its source quotes, so you can share findings with your team without anyone asking "where does this come from?"
  4. Works with what you already have: paste in a Google Play export, a Typeform file, or a batch of support emails and the same grouping logic applies.
  5. You need at least ten complete responses before insights appear, which keeps the themes statistically honest rather than built on two unhappy users.

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