Coming Soon

Free review sentiment analyzer

Paste app reviews and see them categorized by AI — bug report, feature request, praise, question, or complaint. Understand what your users are really saying without reading hundreds of reviews manually. No sign-up required.

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The tool

Understand what users mean

The sentiment analyzer uses AI to read your reviews and categorize them instantly. Spot patterns in what users are asking for, complaining about, or praising — without spending hours reading.

  • Paste reviews for instant analysis — one at a time or in batch
  • AI categorization — Bug, Feature Request, Praise, Question, or Complaint
  • Sentiment score — see how positive or negative each review is
  • Batch analysis — analyze multiple reviews at once for comprehensive insights
  • Topic extraction — AI identifies what users are talking about
  • No sign-up required — use instantly, no account needed

Beyond analysis

Automate this at scale

The sentiment analyzer is great for a quick look at a few reviews. AppTriage does this automatically for every review you receive, and helps you track patterns and trends over time.

  • Auto-analyze every review — App Store and Google Play reviews are categorized automatically
  • Spot trends — see what topics are trending in your reviews and filter by category
  • Organize reviews — tag, filter, and prioritize by category and sentiment
  • Combine with forms — direct feedback from forms alongside store reviews
  • Reply from inbox — respond to reviews and form feedback via email

Common questions

About the free sentiment analyzer.

Get in touch
Is it free?
Yes. The sentiment analyzer is completely free — no sign-up, no credit card, no limits. Analyze as many reviews as you want.
How many reviews can I analyze?
You can analyze as many reviews as you want. Paste them one at a time, or analyze multiple reviews in batch. There are no limits on usage.
What categories does it detect?
The analyzer categorizes reviews as: Bug Report (crash, error, performance issue), Feature Request (new capability, enhancement), Praise (positive feedback), Question (user confusion, help needed), or Complaint (frustration, dissatisfaction).
Is it accurate?
Yes. The analyzer uses advanced AI trained on thousands of app reviews. It's highly accurate at detecting the category and sentiment, but some ambiguous or sarcastic reviews may be miscategorized. Always review the results.
Can it analyze reviews in other languages?
Yes. The analyzer supports major languages including Spanish, French, German, Chinese, Japanese, and many others. Paste reviews in any language and get instant categorization.
How does this compare to AppTriage's built-in AI?
This free analyzer is a one-time tool for analyzing a few reviews manually. AppTriage automatically analyzes every review as it arrives, tracks patterns over time, and helps you prioritize what to fix based on what users are saying.

Stop analyzing manually.
Automate with AppTriage.

Every review gets analyzed, categorized, and organized automatically. Free for your first app.

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