App Store & Google Play Reviews Scraper

Scrape app reviews, ratings and full app metadata from both the Apple App Store and Google Play in a single run. Most scrapers cover only one store — this one gives you both, with a unified data format, so you can track user sentiment across iOS and Android side by side.

Give it App Store IDs and/or Google Play package names, pick your countries, and get back every review with its star rating, text, author, date, app version and helpful votes — plus developer replies and a complete app profile including the 1–5 star ratings histogram. No login, no account, no API key.

Data you get

Per review

Field	Description
store	app_store or google_play
appId	App identifier
rating	Star rating (1–5)
title	Review title (App Store)
text	Full review text
userName	Reviewer name
userImage	Reviewer avatar (Google Play)
date	Review date (ISO 8601)
timestamp	Review date (Unix epoch)
appVersion	App version reviewed
thumbsUp	Helpful / vote count
developerReplyText	Developer's reply, if any
developerReplyDate	Date of the developer reply
language	Storefront language requested
position	Position of the review in the result set
country	Storefront country
reviewUrl	Direct link to the review

Per app (metadata record)

Field	Description
appName / developer	App title and developer
averageRating	Overall average star rating
totalRatings	Total number of ratings
ratingsHistogram	Count of 1★, 2★, 3★, 4★, 5★ ratings
installs	Install count (Google Play)
category	App category / genre
price / free / currency	Pricing info
currentVersion / lastUpdated / releaseDate	Version info
description / releaseNotes	App description and latest changes
contentRating	Age / content rating
icon / screenshots	Media URLs

How to use

1. Add one or more App Store apps (numeric ID like 389801252, or the full app URL).
2. Add one or more Google Play apps (package name like com.instagram.android, or the full URL).
3. Choose the countries (storefronts) to cover — each country returns its own reviews.
4. Optionally filter by star rating range, keywords, or only recent reviews (last N days).
5. Set max reviews per app and run. Results appear in the dataset, ready to export to JSON, CSV or Excel.

Use cases

• App Store Optimization (ASO): track rating trends and review sentiment for your app and competitors.
• Product feedback: mine reviews for bugs, feature requests and complaints by version.
• Competitive research: compare iOS vs Android sentiment for any app.
• Support monitoring: detect negative-review spikes and whether developers reply.
• Market research: pull ratings histograms and install counts across a category.

Input

Field	Type	Description
appStoreIds	array	App Store numeric IDs or URLs
googlePlayIds	array	Google Play package names or URLs
countries	array	Two-letter country codes (default us)
language	string	Language for Google Play (default en)
maxReviewsPerApp	integer	Max reviews per app per country (default 100)
sort	select	mostRecent or mostHelpful (App Store)
includeReviews	boolean	Output review records
includeAppMetadata	boolean	Output an app-summary record per app
minRating	integer	Only include reviews with at least this star rating
maxRating	integer	Only include reviews with at most this star rating
keywords	array	Only include reviews whose title/text contains at least one keyword
recentDays	integer	Only include reviews from the last N days

Output example

{
  "recordType": "review",
  "store": "app_store",
  "appId": "389801252",
  "rating": 5,
  "title": "Love it",
  "text": "Best app for sharing photos with friends.",
  "userName": "janedoe",
  "date": "2026-07-12T06:47:48-07:00",
  "appVersion": "438.0.0",
  "thumbsUp": 12,
  "country": "us"
}

Performance & cost

Runs on lightweight requests (no browser), so it is fast and cheap: hundreds of reviews plus full metadata in seconds. App Store returns up to ~490 reviews per app per country; add more countries to expand coverage.

Pricing

This actor uses pay-per-result pricing — you are charged per record returned (reviews + metadata). See the pricing shown on the actor page.

Keywords

app store scraper, google play scraper, app reviews scraper, app ratings, aso tools, play store reviews, app store reviews, mobile app reviews, ratings histogram, developer replies, ios android reviews, app metadata

Related actors

• Trustpilot Reviews Scraper
• Google Maps Scraper
• Reddit Thread Scraper

Disclaimer

This actor collects only publicly available data from the Apple App Store and Google Play — no login or private data is accessed. Use the data in compliance with the applicable terms and with data-protection laws (e.g. GDPR). Reviews may contain personal data; handle responsibly.

Changelog

Version	Date	Changes
1.1	2026-07-13	Added rating/keyword/date filters, Unix timestamp, language and result-position fields
1.0	2026-07-13	Initial release — App Store + Google Play reviews, ratings histogram and full app metadata