App Store Reviews Scraper — iOS Ratings by Country

Download Apple App Store reviews for any iOS app in any country: stars, title, full text, author, date, edit flag and the developer's reply, plus app details.

Who this is for

• Product teams tracking App Store feedback
• ASO and competitor review analysis
• Support / CX monitoring 1★ and 2★ reviews
• Datasets for NLP on mobile reviews

What you get

appId, country, reviewId, rating, title, text, userName, date, isEdited, developerResponse, developerResponseDate, appName, developer, bundleId, appRating, appRatingCount, appVersion, appGenre, appPrice, appUrl

Input example

{
  "apps": ["com.spotify.client", "https://apps.apple.com/us/app/duolingo/id570060128"],
  "countries": ["us", "gb", "ae"],
  "maxReviewsPerApp": 500,
  "maxReviewsPerCountry": 200,
  "ratings": ["1", "2"],
  "sortBy": "mostrecent"
}

Accepts App Store URLs, numeric IDs, bundle IDs or app names. Sort options: mostrecent, mosthelpful, mostcritical, mostfavorable.

October 2026 update: more reviews per country

Apple's old public review feed stopped returning reviews in October 2026. The scraper now reads reviews from the same source the apps.apple.com website uses, so:

• No 500-review cap per country. In our tests it returned every written review Apple shows: 1,969 of 1,969 for a mid-size app, and more than 19,000 for Facebook (US) before we stopped the test.
• Developer replies and an edited flag are now included.
• Two new sort orders: most critical and most favorable.
• New optional maxReviewsPerCountry splits your limit evenly across countries.
• If Apple's review data is temporarily unavailable for an app/country, you still get the ~10 reviews shown on the App Store page instead of nothing.

Fields Apple no longer provides: appVersionReviewed, helpfulVotes, totalVotes and userUrl are still in every row for compatibility, but they are always null now. date is in UTC (e.g. 2026-10-16T05:21:54Z).

Limits and speed (measured October 2026)

• Per country: whatever Apple shows. Small and mid-size apps return all of their written reviews, and very large apps return tens of thousands.
• Speed: about 500 reviews per app per country in ~20 seconds, and about 1,000–1,500 reviews per minute on long runs. If Apple throttles requests, the scraper slows down and retries by itself.
• maxReviewsPerApp counts across all countries, filled in the order you list them. Set maxReviewsPerCountry to make sure each country gets its share.
• Star-only ratings carry no text and are not returned.

Pricing

$0.00008 per review ($0.08 / 1,000). No start fee. You pay only for reviews delivered, and the run stops automatically when it reaches your maximum charge limit.

FAQ

How many reviews? There is no fixed cap any more. See Limits above. Add countries to get reviews from other storefronts. Mac / iPad? Yes, same App Store reviews.