Google Play Scraper - Android Apps & Reviews
Pricing
from $5.00 / 1,000 results
Google Play Scraper - Android Apps & Reviews
Scrape Google Play (Android) reviews and app details. Paste Play Store URLs or package IDs, or search by keyword. Reviews include rating, text, author, date, helpful votes, app version and developer replies. App details include developer, category, rating, installs, price, version and description.
Pricing
from $5.00 / 1,000 results
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Developer
Swerve
Maintained by CommunityActor stats
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2
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Monthly active users
3 days ago
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Google Play Scraper — Android Apps & Reviews
Scrape the Google Play Store: user reviews and full app metadata. Paste Play Store URLs or package IDs, or search by keyword. Runs on Google Play's own public data — no login, no API key, no proxy needed.
Unlike Apple's store, Google Play exposes thousands of reviews per app (paginated deep), so this is the place to build large review datasets.
What you can do with it
- Collect thousands of reviews for any Android app
- Monitor ratings, complaints and feature requests over time
- Read developer replies alongside the reviews
- Analyze a competitor's reviews and version history
- Build an app-intelligence / ASO dataset (search a keyword, get every app's installs, rating and details)
Input
| Field | What it does | Example |
|---|---|---|
| Google Play URLs or package IDs | The apps to scrape. | https://play.google.com/store/apps/details?id=com.spotify.music or com.spotify.music |
| Search terms | Or find apps by keyword instead of pasting URLs. | meditation, budget tracker |
| What to return | "App reviews" (one row per review) or "App details only" (one row per app). | App reviews |
| Max reviews per app | Optional cap. Leave blank for all available. | 2000 |
| Sort reviews by | Newest, rating, or most helpful. | Newest |
| Country / Language | Storefront and language codes. | us / en |
Output
App reviews mode — one row per review, with the app's details attached:
{"appId": "com.spotify.music","appName": "Spotify: Music and Podcasts","appDeveloper": "Spotify AB","appScore": 4.33,"appUrl": "https://play.google.com/store/apps/details?id=com.spotify.music","reviewId": "e1a2...","rating": 5,"title": null,"text": "amazing","userName": "A Google user","reviewDate": "2026-07-06T09:12:00.000Z","thumbsUp": 3,"reviewAppVersion": "8.9.72.492","replyText": null,"replyDate": null,"reviewUrl": "https://play.google.com/store/apps/details?id=com.spotify.music&reviewId=e1a2...","scrapedAt": "2026-07-07T08:05:00.000Z"}
App details mode — one row per app: developer, category, rating, ratings count, installs, price, in-app purchases, ad-supported, content rating, Android version, current version, release/update dates, summary, description, icon and URL.
Fill rates on the core review fields (rating, text, author, date, app name/ID) and on app metadata are ~100%.
How it works
Uses the maintained open-source google-play-scraper engine, which talks to Google Play's public web endpoints. Reviews are paginated via Google's continuation token, so large apps yield thousands of reviews. No proxy is required; you can add one only for very large runs.
Limits
- Reviews are returned newest-first (or by rating / helpfulness); very old reviews may not all be reachable.
- Google Play only (not the Apple App Store — see the companion App Store Scraper).
Pricing
Pay per result. You only pay for the reviews or apps you actually get.