Google Play App & Review Scraper

Collect Google Play app information and customer reviews for market research, product comparisons, and review analysis. Enter app IDs, Google Play app links, or a search term.

It is built for product managers, app marketers, analysts and researchers who want app ratings, install ranges, prices and recent reviews in a spreadsheet or JSON, for any Google Play country and language.

Input

• appIds: app IDs (such as com.spotify.music) or Google Play app links, up to 100.
• searchTerm: a search term. You can use app IDs, a search term, or both; duplicate apps are listed once.
• country and language: the storefront to read, such as US and en, or JP and ja.
• maxItems: maximum apps (default 50, up to 100).
• includeDetails: add rating count, update date, version and content rating to search results. App IDs and links always get these details.
• includeReviews: collect reviews for each app, sorted by newest or rating (highest ratings first), up to maxReviews per app (default 100, up to 5,000).

{
  "searchTerm": "weather",
  "country": "US",
  "language": "en",
  "maxItems": 50,
  "includeDetails": false,
  "includeReviews": false,
  "reviewSort": "newest",
  "maxReviews": 100
}

Output

App rows have recordType: app:

{
  "recordType": "app",
  "appId": "com.weather.Weather",
  "title": "The Weather Channel - Radar",
  "developer": "The Weather Channel",
  "genre": "Weather",
  "rating": 4.594858,
  "ratingCount": null,
  "installs": "100,000,000+",
  "installsLowerBound": 100000000,
  "price": 0.0,
  "currency": "USD",
  "updated": null,
  "version": null,
  "contentRating": null,
  "structureStatus": "ok",
  "url": "https://play.google.com/store/apps/details?id=com.weather.Weather&hl=en&gl=US"
}

installs is the displayed range and installsLowerBound is its number (for example, 10,000,000,000+ becomes 10000000000). price is the listed purchase price, not in-app purchases. updated is a UTC date and time.

Review rows have recordType: review, with appId, reviewId, rating, text, date (UTC), thumbsUp (helpful votes), appVersion, developerReplyText and developerReplyDate (UTC). Use recordType to separate apps and reviews in your export, and appId and reviewId to remove duplicates across runs. Results are available as JSON, CSV or Excel.

What can be empty

• Search results without includeDetails have no rating count, update date, version or content rating.
• Some apps do not show a version, rating or other value in a storefront; those fields are null.
• Review or reply text is null when it is very short, or when little is left after contact details are removed.
• Apps that do not exist in the chosen storefront are skipped and are not charged. The run status says how many were skipped.
• A search with no matches finishes with zero rows.

Limits

• A search returns up to about 30 apps, the results Google Play shows for that term, even if maxItems is higher. Use app IDs to collect more apps.
• Some apps or storefronts show no reviews.
• Details and reviews take longer than search results. If a run reaches its time limit, the rows already collected are kept.
• Each run is a fresh snapshot, so values and availability can change between runs.

Privacy

Reviewer names and profile images are not collected. Emails, phone numbers, web links and addresses are removed from review and reply text, but people can still mention names in what they write.

Pricing

See the Pricing tab.