App Store Scraper - iOS & Google Play Apps, Reviews, Charts

App Store Scraper - Apple App Store and Google Play apps, reviews, charts and keyword ranks

Scrape both the Apple App Store and Google Play in one run — app reviews, ratings, metadata, top charts, and keyword rankings — in any country, with no API key. A pay-per-result alternative to Sensor Tower and data.ai for ASO research, review monitoring, and sentiment analysis.

What does this App Store scraper do?

Three modes, both stores, multi-country:

• Reviews + metadata — full app details plus reviews (text, rating, date, developer reply; Google Play reviews also carry app version and helpful count, which Apple no longer publishes) and an automatic review sentiment summary (avg rating, % positive/negative, top keywords).
• Top charts — Apple App Store top free / paid / grossing by genre and country (ASO market intel).
• Keyword ranking — which apps rank for a search term, on each store (ASO rank tracking).

Both stores in one run, with no API key and pay-per-event pricing.

How to scrape App Store and Google Play reviews

1. Add apps — Apple IDs, Apple/Google URLs, Google package names, or app names. Mix freely.
2. Pick platform (apple / google / both), countries, and maxReviewsPerApp.
3. Run it — one clean JSON/CSV row per app, review, and summary.

{ "apps": ["com.spotify.music", "324684580"], "platform": "both", "countries": ["us"], "maxReviewsPerApp": 200 }

Reliability — built to actually finish your run

Every request is retried with backoff on 429 and transient 5xx responses. When an app, a chart or a search still fails, the reason is written to the run log and the rest of the run continues.

Review order. The sort option applies to Google Play. Apple returns reviews in its own default order and has no sort setting on this endpoint.

Pricing

Pay per event, no subscription. You pay a start fee per run, a fee per app whose metadata is delivered, and one flat fee per app and country for its batch of reviews (up to maxReviewsPerApp, maximum 1,000). Top charts and keyword ranking runs are charged the start fee only. Current rates are on the Pricing tab of the Actor page.

Output example

{ "type": "app", "platform": "google", "title": "Spotify", "rating": 4.3, "installs": "1B+", "inAppPurchases": "$6.99 - $203.88", "adSupported": true, "hasDataSafety": true, "developerEmail": "support@spotify.com", "screenshots": ["https://…"] }
{ "type": "review", "platform": "apple", "rating": 5, "title": "Love it", "text": "…", "version": null, "date": "2026-06-20…", "helpfulCount": null, "reply": null }
{ "type": "review-summary", "platform": "google", "reviewsAnalyzed": 200, "averageRating": 3.85, "positivePct": 70, "topKeywords": [{ "word": "premium", "count": 31 }] }

Use cases

• ASO research — track ratings, top charts, and keyword rankings for your app and competitors, across both stores.
• Review monitoring — watch new reviews and developer replies by country; alert on rating drops.
• Sentiment & ML — pull thousands of reviews as clean JSON to feed an LLM, plus a ready-made sentiment summary.
• Competitive intel — compare metadata, ratings and in-app purchase price ranges across rival apps.

FAQ

Does it cover both app stores? Yes — Apple App Store and Google Play, side by side, multi-country, in one run.

Do I need an API key? No. It reads the stores' own public endpoints, which answer without a developer account or login.

How many reviews can I get? maxReviewsPerApp goes up to 1,000 per app and country. Measured: 1,000 unique Apple reviews for one app in one country in a single run. The real ceiling is how many reviews the store returns for that app in that country; add countries to go wider.

Other Actors by this author

Need finance, company, or research data too? See my other Actors — Yahoo Finance, SEC EDGAR, Company Enrichment, Apple Podcasts, and Deep Research MCP.

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Built by Renzo Madueño. Found a bug or want a field added? Open an Issue — I read and respond to every one.