Google Play Store Reviews Scraper: Star Counts + App Stats

Google Play Store Reviews Scraper - Give it app ids or a keyword and get each app's exact 1-5 star counts, install numbers and newest reviews in one row.

What does Google Play Store Reviews Scraper do?

Each app row carries the exact number of 1, 2, 3, 4 and 5 star ratings and the exact install count, plus its newest reviews, so you can compare many apps in one table without a second tool.

• Exact 1 to 5 star rating counts per app
• Exact install number next to the 1B+ label
• Search by keyword or paste app ids and URLs
• Newest reviews attached to each app
• Price, category, developer, last update, ads and purchase flags

Who uses Google Play Store Reviews Scraper, and for what

• Product teams - compare star counts of rival apps in one table
• Investors - check real install numbers and update dates
• ASO people - search a keyword and read what the top apps look like
• Researchers - sample the newest reviews of many apps

Why this Google Play Store Reviews Scraper?

The low ones fail because Google changes its pages and their parsers stop matching. This Google Play Store Reviews Scraper checks every run and tells you plainly when a page could not be read, instead of returning empty or wrong rows.

Data you get from Google Play Store Reviews Scraper

Every result is one flat row with these fields (values from a real run):

Field	Example
summary	Listen to songs, play podcasts, create playlists and discove...
developerId	6523013212965523194
developerWebsite	https://www.spotify.com
privacyPolicyUrl	https://www.spotify.com/legal/privacy-policy/
categoryName	Music & Audio
categoryId	MUSIC_AND_AUDIO
reviewCount	1856437
installsText	1,000,000,000+
released	May 27, 2014
releasedTimestamp	1401196337
lastUpdatedTimestamp	1791956668
recentChanges	We’re always making changes and improvements to Spotify. To ...
inAppPurchasePriceRange	$4.99 - $203.88 per item
headerImage	https://play-lh.googleusercontent.com/WdedaGD6EAXZgy88wZM97a...
chartLabel	top grossing music & audio
chartRank	#1
dataSharedWithThirdParties	Location, Personal info, and Device or other IDs
dataCollected	Location, Personal info and 7 others
ratingAverageExact	4.34824
contentRatingIcon	https://play-lh.googleusercontent.com/mw_NfsvKM8m6RPv8Fz2GQa...
contentRatingInfoUrl	https://support.google.com/googleplay?p=appgame_ratings
appId	com.spotify.music
url	https://play.google.com/store/apps/details?id=com.spotify.mu...
title	Spotify: Music and Podcasts
description	Listen to songs, play podcasts, create playlists and discove...

How to use Google Play Store Reviews Scraper

1. Press Start - the form already holds an example that works.
2. Put in your own input (see the fields on the Input tab).
3. Run it once, or put it on an Apify Schedule to get fresh rows every day.
4. Download the results as JSON, CSV or Excel, or send them to Google Sheets, Zapier, Make, the Apify API or an AI agent (Apify MCP server).

Input example

{
  "appIds": [
    "com.spotify.music"
  ],
  "maxApps": 1,
  "reviewsPerApp": 3,
  "country": "US",
  "language": "en",
  "useApifyProxy": true
}

Output example (a real run)

[
  {
    "summary": "Listen to songs, play podcasts, create playlists and discover music you'll love",
    "developerId": "6523013212965523194",
    "developerWebsite": "https://www.spotify.com",
    "privacyPolicyUrl": "https://www.spotify.com/legal/privacy-policy/",
    "categoryName": "Music & Audio",
    "categoryId": "MUSIC_AND_AUDIO",
    "reviewCount": 1856437,
    "installsText": "1,000,000,000+",
    "released": "May 27, 2014",
    "releasedTimestamp": 1401196337,
    "lastUpdatedTimestamp": 1791956668,
    "recentChanges": "We’re always making changes and improvements to Spotify. To make sure you don’t miss a thing, just keep your Updates turned on.",
    "inAppPurchasePriceRange": "$4.99 - $203.88 per item",
    "headerImage": "https://play-lh.googleusercontent.com/WdedaGD6EAXZgy88wZM97aIcenQ5Cqzu_IUWBMMalkZmVe2lhv_3YqIUh-6pFqLv27kZ44cQX3qxyZTXHH-S91Q",
    "chartLabel": "top grossing music & audio",
    "chartRank": "#1",
    "dataSharedWithThirdParties": "Location, Personal info, and Device or other IDs",
    "dataCollected": "Location, Personal info and 7 others",
    "ratingAverageExact": 4.34824,
    "contentRatingIcon": "https://play-lh.googleusercontent.com/mw_NfsvKM8m6RPv8Fz2GQawCOsqWv010saMnc7zbWalMxuaA9IY8h7E0VMieLxSxAFB98NFeYqbFrXXq",
    "contentRatingInfoUrl": "https://support.google.com/googleplay?p=appgame_ratings",
    "appId": "com.spotify.music",
    "url": "https://play.google.com/store/apps/details?id=com.spotify.music",
    "title": "Spotify: Music and Podcasts",
    "description": "Listen to songs, play podcasts, create playlists and discover music you'll love",
    "developer": "Spotify AB",
    "developerUrl": "https://www.spotify.com",
    "developerPageUrl": "https://play.google.com/store/apps/developer?id=Spotify+AB",
    "category": "MUSIC_AND_AUDIO",
    "contentRating": "Teen",
    "price": 0,
    "free": true,
    "currency": "USD",
    "ratingAverage": 4.35,
    "ratingCount": 36498867,
    "installsLabel": "1B+",
    "installsMin": 1000000000,
    "installsExact": 3163056958,
    "lastUpdated": "Oct 14, 2026",
    "containsAds": true,
    "inAppPurchases": true,
    "icon": "https://play-lh.googleusercontent.com/IzQgYCcnCFCD08GR-3bdtcT8xzOvrNkC84avGT5CwTX2VIqmTmKKJcP_Cd4JoBOdmCMlTndlOzV6hrthg2fOWA",
    "screenshots": [
      "https://play-lh.googleusercontent.com/c1jnjL-9CIFlwlTMX3xNyeo8aEH39sNuC5zpTHhfW8keGxQE3TBMRX9Rm3VqM3E03Cyl9AqtnxuKvxJpcW0WCA",
      "https://play-lh.googleusercontent.com/YxWsaNLSEBvLh04g

One flat row per result.

How much does Google Play Store Reviews Scraper cost?

You pay only per result (pay per event) - no monthly fee, no minimum, and the price per result is lower on Apify's Bronze, Silver and Gold plans. The exact price is on the Pricing tab. Apify's free plan credit is enough to try it on real input.

You want	What you pay for
A quick test with the example	a few results
A daily scheduled run	only the rows that run returns
A big one-off export	the results delivered - set a maximum in the input

Also searched as

• google play app stats
• play store star rating breakdown
• google play installs scraper
• compare android apps
• google play keyword search scraper

FAQ

Does Google Play Store Reviews Scraper need a login, cookies or an API key? No. It reads public pages only.

Can I run Google Play Store Reviews Scraper on a schedule? Yes - with Apify Schedules; each run returns fresh rows.

Can I call it from Python, JavaScript or an AI agent? Yes - through the Apify API, the Apify client libraries or the Apify MCP server.

Is it legal? It collects only data anyone can see without logging in. You are responsible for using it within the source site's terms and data protection law (GDPR, CCPA).

What if the site blocks a request? The run retries from a fresh connection and, if it still cannot read the page, stops with a clear message - never with made-up rows.

Do I need proxies? No setup needed - Google Play Store Reviews Scraper uses Apify Proxy by default where the site needs it.

Troubleshooting

• No results: check the input (a public URL or a search term that returns results in a normal browser), then try the example input once.
• Fewer results than expected: raise the maximum in the input; some sites show only a part of their data without logging in, and Google Play Store Reviews Scraper never logs in.
• The run stopped with a message: the message says what the site answered; run it again later or with fewer items.

Your feedback

Missing a field, found a bug, or need another site? Open an issue on the Issues tab - issues are answered and fixed. If Google Play Store Reviews Scraper saved you time, a short review on this page helps others find it.

Data source: play.google.com

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