Free Etsy Shop Review Analyzer

Paste an Etsy shop URL to uncover review sentiment, recurring themes, and the words buyers use. Free, no sign-up.

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Trusted by 11923 Etsy sellers on Listadum

Analyze a shop’s reviews for free

Paste an Etsy shop URL or handle. We will analyze its public reviews by sentiment and theme.

Sentiment per theme
Buyers’ own words
No sign-up
See recurring themes and whether they help or hurt buyer sentiment.
Surface the exact words buyers use for titles, tags, and listing copy.
Track sentiment after changes to packaging, suppliers, or shipping.

Why analyze Etsy reviews

Reviews are honest customer research. Recurring praise shows what to highlight, while complaints reveal issues that can cost sales.

This analyzer groups topics, scores sentiment, and surfaces repeated buyer language for your own shop or a competitor.

What you get in the breakdown

  • A summary of recurring themes such as shipping, quality, packaging, and value.
  • Sentiment per theme, including both volume and polarity.
  • Exact buyer phrasing for titles, tags, FAQs, and listing copy.
  • Representative positive and negative quotes for context.

How to use it

  1. Paste any Etsy shop URL or handle.
  2. Analyze the public reviews.
  3. Review high-volume negative themes first.
  4. Choose one or two improvements to make this week.
  5. Run the analyzer again later to track change.

Use it on competitors too

Analyze public competitor reviews to learn what buyers value and where other shops fall short. These gaps can help you differentiate through better products and service.

Frequently asked questions

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