App Store Reviews Scraper: Apple iOS App Reviews, Ratings & Multi-Country Export

Download Apple App Store reviews for any iPhone or iPad app to JSON, CSV or Excel, from many countries in one run. No login, no API key, no browser.

Each review has the star rating, title, text, author, date, an "edited" flag and the developer's reply. You can also add the app details (average rating, total ratings, developer, current version) to every row. Filter by stars, date or keyword, and monitor new reviews on a schedule.

What can this App Store reviews scraper do?

• ✅ Paste anything: an App Store link, a numeric app id (389801252), a bundle id (com.spotify.client) or just an app name (Duolingo).
• ✅ Multi-country: every country store has its own reviews (us, gb, it, de, fr, jp, …). Up to 10,000 reviews per app and country.
• ✅ Filters that save money: stars (for example only 1–2★ complaints), date (postedWithinDays, fromDate) and whole-word keywords (crash, login, price). You pay only for the reviews you keep.
• ✅ Review monitoring: onlyNew remembers the newest review per app and country. Schedule it daily and get only new reviews (for example into Slack or Google Sheets).
• ✅ App details on every row: name, developer, bundle id, average rating, rating count, current version, genre, price and icon.
• ✅ REST API (Standby): GET /?apps=389801252&countries=us,gb&maxReviewsPerApp=100.
• ✅ Developer replies: see which reviews the developer answered, and what they said.
• ✅ Fast and cheap: 500 reviews take about 10–15 seconds.

Use cases

• Product feedback and bug triage after a release (filter by date with postedWithinDays or fromDate).
• Competitor research: what users love and hate about rival apps.
• Sentiment analysis and LLM summaries of user feedback.
• ASO (App Store Optimization) and keyword research from real review language.
• Weekly review reports for clients or stakeholders.

How to use it

The input is a simple form, no code needed:

1. Add apps to 📱 Apps, one per line: App Store links, numeric IDs, bundle IDs or app names.
2. Pick one or more App Store countries from the dropdown (empty = United States, or the country in the app link), the Sort order and Max reviews per app and country.
3. Optional, in 🔍 Filters: Min stars / Max stars (set Max stars to 2 for complaints only), Posted in the last … days, a Posted on or after date picker, or Keywords.
4. Click Start and download the reviews from the Output tab, or read them through the API.
5. For monitoring, open 🔔 Monitoring, turn on Only new reviews since the last run, save the input as a Task and add a daily Schedule.

Input example

{
  "apps": ["https://apps.apple.com/us/app/spotify/id324684580", "com.burbn.instagram"],
  "countries": ["us", "gb", "it"],
  "maxReviewsPerApp": 200,
  "maxRating": 2
}

Output example (one item per review)

{
  "appId": "324684580",
  "country": "us",
  "reviewId": "14723429952",
  "rating": 5,
  "title": "Love it!",
  "text": "I like it you should download it. Music helps me so much.",
  "userName": "Love it😐",
  "userUrl": null,
  "appVersion": null,
  "date": "2026-10-28T22:36:29+00:00",
  "voteSum": null,
  "voteCount": null,
  "isEdited": true,
  "developerResponse": "Hi. Thanks for your feedback. We'd recommend adding it to our 'Ideas Board' over at community.spotify.com. Just head to the Menu > Ideas. Others will then be able to vote or add to the conversation to show their support.",
  "developerResponseDate": "2026-10-15T18:15:59+00:00",
  "reviewUrl": "https://apps.apple.com/us/app/id324684580?see-all=reviews",
  "appName": "Spotify: Music and Podcasts",
  "developer": "Spotify",
  "bundleId": "com.spotify.client",
  "appStoreUrl": "https://apps.apple.com/us/app/spotify-music-and-podcasts/id324684580",
  "appAverageRating": 4.77,
  "appRatingCount": 42839093,
  "appCurrentVersion": "9.1.94",
  "appGenre": "Music",
  "appPrice": 0,
  "appIconUrl": "https://is1-ssl.mzstatic.com/image/thumb/Purple221/v4/8b/f2/6a/8bf26ab9-3ced-cb5c-a2b3-19f65e7f5cc6/AppIcon-0-0-1x_U007epad-0-1-0-0-85-220.png/512x512bb.jpg",
  "error": null,
  "input": "https://apps.apple.com/us/app/spotify-music-and-podcasts/id324684580"
}

(Real output from a cloud test run on 30 Oct 2026. Long text is shortened.)

Pricing

Pay per event, with platform usage included. You pay only for:

• $0.001 per run start (one start event per GB of memory; the default 512 MB run counts as one).
• $0.0001 per review returned, which is $0.10 per 1,000 reviews.

"App not found" rows are free. Example: 5,000 reviews cost about $0.50.

FAQ

How many reviews can I get? Up to 10,000 reviews per app and country, sorted by most recent or most helpful (the same list the App Store website shows). For more, add countries: English reviews come from us, gb, ca, au, ie, nz and others. For ongoing tracking, use onlyNew on a schedule, which builds a full history over time.

Does it scrape Google Play? No, this Actor covers the Apple App Store only.

Is it legal? Reviews are public, but they include reviewer nicknames. Use the data for analysis, not to contact or profile individual people, and follow the GDPR where it applies.

Limitations

• Reviews come from the public App Store website (apps.apple.com), the same list you see under Ratings & Reviews. Since October 2026 Apple's old RSS reviews feed is often empty, so it is only used as a fallback.
• The website source doesn't include the app version the review was written for, helpful votes, or the reviewer's profile link, so appVersion, voteSum, voteCount and userUrl are null (they are filled only when the RSS fallback is used). The current app version is in appCurrentVersion. The reviewer's device is not published.
• Maximum 10,000 reviews per app and country per run.
• Only reviews with text are returned; star-only ratings are counted in appRatingCount but have no row.

Issues and feature requests: use the Issues tab.