Google Play Scraper – Apps, Reviews, Ratings & Search

Extract structured data from the Google Play Store without an API key: full app details, user reviews, ratings, and search results for any keyword or app. Export to JSON, CSV, or Excel, or pull straight from the API.

Built for app developers, ASO (App Store Optimization) specialists, market researchers, and data teams who need reliable Google Play data at scale.

What it does

• 🔎 Search apps by keyword and get every matching app.
• 📱 App details – complete metadata for any app (by package name / appId).
• ⭐ Reviews – scrape user reviews with rating, text, date, version, and developer replies.
• 🌍 Any country & language – choose the storefront (country) and text language (language).
• 🧱 Clean, complete output – ratings, install counts, genre, version, release date, content rating, IAP info, developer contact, and more.

Why this scraper

Most Google Play scrapers return thin data or only reviews. This one returns complete app records (every search result is enriched with full app details) and deep reviews and keyword search — in one Actor, with residential-proxy reliability.

Example input

{
  "searchQueries": ["fitness tracker", "habit app"],
  "appIds": ["com.spotify.music", "com.whatsapp"],
  "maxAppsPerSearch": 50,
  "fullDetails": true,
  "scrapeReviews": true,
  "maxReviewsPerApp": 200,
  "country": "us",
  "language": "en"
}

Example app output

{
  "type": "app",
  "title": "Loop Habit Tracker",
  "appId": "org.isoron.uhabits",
  "developer": "Loop Habits",
  "score": 4.72,
  "ratings": 62458,
  "reviews": 3379,
  "installs": "5,000,000+",
  "genre": "Productivity",
  "version": "2.3.1",
  "released": "Feb 22, 2016",
  "contentRating": "Everyone",
  "developerEmail": "dev@loophabits.org",
  "offersIAP": false,
  "url": "https://play.google.com/store/apps/details?id=org.isoron.uhabits"
}

Example review output

{
  "type": "review",
  "appId": "org.isoron.uhabits",
  "userName": "Jane D.",
  "score": 5,
  "text": "Best habit tracker on Android.",
  "date": "2026-06-06T07:53:00.000Z",
  "thumbsUp": 12,
  "version": "2.3.1"
}

Common use cases

• ASO & keyword research – track which apps rank for your target keywords.
• Review analysis & sentiment – export thousands of reviews for analysis.
• Competitor monitoring – watch ratings, versions, and install growth.
• Market research – build datasets of apps by category or keyword.
• Lead generation – collect developer contact details from app listings.

Input reference

Field	Type	Description
searchQueries	array	Keywords to search on Google Play.
appIds	array	Specific package names (e.g. com.whatsapp).
maxAppsPerSearch	integer	Max apps returned per query.
fullDetails	boolean	Enrich each result with complete app details (default true).
scrapeReviews	boolean	Also scrape reviews for every app found.
maxReviewsPerApp	integer	Max reviews per app.
country	string	Two-letter storefront country code (default us).
language	string	Two-letter language code (default en).

FAQ

How do I scrape Google Play reviews? Add appIds or searchQueries, set scrapeReviews to true, and set maxReviewsPerApp.

Do I need a Google Play API key? No. This Actor needs no API key or login.

Can I scrape a whole category or keyword? Yes — use searchQueries to pull all matching apps, then enable reviews if needed.

Is the data fresh? Reviews and app details are fetched live from Google Play at run time.

What about reliability? Use residential proxies (the default) for stable, large-scale runs.