Analyze Google Play reviews for bug reports in minutes

Paste or upload your Google Play reviews → instantly uncover recurring bugs, crashes, and technical issues hurting your app ratings

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Example insights from Google Play reviews

Login & Authentication Crashes
"Every time I try to log in with Google, the app just crashes. Happens every single time on my Pixel 7. Uninstalled and reinstalled twice."
Checkout Flow Freezing
"App freezes on the payment screen right after I enter my card details. Lost my order twice now and had to start over. Super frustrating."
Push Notifications Not Delivering
"Notifications are completely broken after the last update. I missed two order confirmations because nothing came through even with permissions on."
Dark Mode Display Glitches
"Text becomes invisible when using dark mode — white text on a white background. Been broken for weeks. Really basic thing to miss."

What teams usually miss

Bugs buried under star ratings

Teams often filter by 1-star reviews alone, missing critical bug reports from 2- and 3-star users who still want to love the app.

Device-specific patterns go undetected

Without AI analysis, it's nearly impossible to spot that a crash only affects Samsung Galaxy users on Android 13 when reading reviews one by one.

Post-update bug spikes are noticed too late

A sudden surge of bug reports following a release often gets lost in the noise before engineers are alerted, costing days of user trust.

Decisions you can make from this

Prioritize which bugs to fix first based on the frequency and severity of mentions across hundreds of real user reviews.

Identify whether a bug is tied to a specific app version or update so your engineering team can pinpoint the exact release that introduced it.

Determine which device models or Android versions are most impacted to focus QA testing where it matters most.

Decide when a bug is severe enough to warrant an emergency patch release versus a scheduled fix based on review volume and rating impact.

How it works

  1. 1Upload or paste your data
  2. 2AI groups similar feedback into themes
  3. 3Each insight is backed by real user quotes

Analyze your Google Play reviews and surface critical bug reports faster

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