Google Play Review Analyzer
Turn any Android app's one-star reviews into a ranked list of what to build. Paste a Play Store link and get complaint themes, real quotes, and CSV exports — free.
Paste the app's Play Store link, or just its package name
Free, no sign up. Reads only public Google Play reviews — nothing is stored on our servers.
Analysing an iOS app instead? Use the App Store Review Analyzer.
How to find a Google Play link
Any of the formats in the table below will work — you don't have to clean the link up first.
On a computer
- 1Open play.google.com in any browser and search for the app.
- 2Click the app to open its listing page.
- 3Copy the whole address from the browser's address bar — it contains ?id=com.something.
On an Android phone
- 1Open the Play Store app and find the app.
- 2Tap the three-dot menu (or the share icon) on its listing.
- 3Choose Share → Copy link, then paste it here.
Example links that all work
https://play.google.com/store/apps/details?id=com.duolingoThe normal Play Store link, straight from the address bar.
https://play.google.com/store/apps/details?id=com.duolingo&hl=en_US&gl=USExtra parameters are fine — language and country are ignored.
com.duolingoJust the package name: the value after id=. Quickest option if you know it.
market://details?id=com.duolingoThe Android deep link some share menus produce.
Pasted the other store's link by mistake? We detect it and switch you to the App Store Review Analyzer automatically — no need to start over.
How It Works
Paste a Google Play URL
Drop in the app's Google Play link — no account needed.
We scan the reviews
Public reviews are collected across country stores and de-duplicated.
Read the themes
Complaints are ranked by impact, with the quotes behind each one.
Features
Complaints ranked by impact, not just raw count
Optional AI deep-dive with your own API key
Export reviews and themes to CSV, or print a PDF
Adjustable star filter — you define positive and negative
Public review data only; nothing stored on our servers
Free, no sign up, no watermark
Benefits
Find the real gaps
See exactly which failures cost a competitor its ratings before you build.
Prioritise by impact
Upvote-weighted ranking surfaces the complaints users actually rally behind.
Go from data to roadmap
The AI pass converts raw complaints into concrete features to build.
Private by default
No login, no history. Your API key never leaves your browser.
About analysing Google Play reviews
A competitor's one-star reviews are the most honest product research available. Users tell you exactly which features break, which pricing feels dishonest, and which missing capability made them leave — and they do it for free, in public, at scale.
Reading them by hand doesn't work. A popular app has thousands of reviews, and the same complaint appears in a hundred different wordings. This tool collects the reviews, groups them into themes, and ranks those themes by how much damage each one is doing, so the pattern is visible in a couple of minutes instead of an afternoon.
Paste a Google Play URL to start — the app's package name on its own works too. This tool covers Android only, so nothing in the report is diluted by iOS reviews; if you also want the iOS picture, run the App Store analyzer separately and compare the two.
What the report gives you
- Star distribution — how the collected reviews split across one to five stars.
- Sentiment split — the share of negative, neutral and positive reviews, using whichever star ratings you choose.
- Complaint themes ranked by impact — mentions weighted by upvotes, so a widely-backed complaint outranks a one-off.
- The quotes behind each theme — the actual reviews, with rating, upvotes and source store.
- Exports — reviews CSV, themes CSV, or a printable PDF report.
Honest limits
- Google Play only exposes reviews that have written text — the majority of ratings are stars with no comment and cannot be read by anyone.
- Reviews are collected from several English-language country stores and de-duplicated, because Play serves largely the same global set to each one.
- Each free scan is capped at 3,000 reviews so it finishes in about two minutes. It is a representative sample of recent reviews, not a complete census — if you need the full set, we run deeper analyses of up to 100,000 reviews as a paid service. Email order@onlinemaker.site.
- This tool scans Google Play only. To analyse the other platform, use the App Store Review Analyzer.
- This is for competitive and market research on public data. Extract insights — don't republish other people's reviews as your own content.