Apple App Store Reviews Scraper (No Login)

Scrape the latest iOS App Store reviews for any app by ID, URL or search term, in any country storefront: rating, title, text, author, app version and votes, plus app metadata (developer, average rating, rating count, genre). Filter to negative reviews.

Data source: Apple's public iTunes Search/Lookup API and the App Store customer-reviews RSS feed (itunes.apple.com), which expose up to the 500 most recent reviews per app and country. It needs no login, proxy or browser. Results are returned as clean, flat JSON that is ready for spreadsheets, databases, BI tools and AI agents.

What can you use it for?

• Monitor reviews of your app and competitors (schedule daily)
• Collect negative reviews for product research and bug triage
• Sentiment analysis and AI summarization of user feedback
• Compare ratings across countries
• Use it as a tool from AI agents through the Apify MCP server, or schedule it and send new results to Slack, Google Sheets or a webhook

Input

Field	Name	Description
appIds	App IDs or App Store URLs	e.g. 1232780281 or https://apps.apple.com/us/app/notion/id1232780281
searchTerms	Search terms	Find apps by name and scrape their reviews
maxApps	Apps per search term	Top N apps per search term
country	Country storefront	Two-letter country code, e.g. us, gb, de, in
maxReviewsPerApp	Max reviews per app	Apple exposes at most the 500 most recent reviews
maxRating	Max star rating	Only reviews with this many stars or fewer (e.g. 2 for negative reviews)
includeAppRowWhenNoReviews	Output app row when no reviews	Emit one metadata row for apps with no matching reviews

Example input

{
  "appIds": [
    "1232780281"
  ],
  "maxReviewsPerApp": 10,
  "country": "us"
}

Output

Each result is one dataset item with these fields: appId, appName, developer, bundleId, appRating, appRatingCount, appVersion, appUrl, genre, price, country, reviewId, rating, title, review, author, reviewedVersion, voteCount, voteSum, reviewedAt.

Example output (real result, long fields shortened)

{
  "appId": "1232780281",
  "appName": "Notion: Notes, Tasks, AI",
  "developer": "Notion Labs, Incorporated",
  "bundleId": "notion.id",
  "appRating": 4.77482,
  "appRatingCount": 90554,
  "appVersion": "1.7.350",
  "appUrl": "https://apps.apple.com/us/app/notion-notes-tasks-ai/id1232780281?uo=4",
  "genre": "Productivity",
  "price": 0,
  "country": "us",
  "reviewId": "14724438784",
  "rating": 5,
  "title": "I LOVE NOTION !",
  "review": "Literally my Go-To for all things productivity and keeping my brain organized and cute at the same time 🤣🩷",
  "author": "Sheya the Admin Girlie 🌸",
  "reviewedVersion": "1.7.350",
  "voteCount": 0,
  "voteSum": 0,
  "reviewedAt": "2026-10-28T22:37:23-07:00"
}

Download the results as JSON, CSV, Excel or XML, or read them through the Apify API.

Pricing

This Actor uses pay-per-event pricing. You pay $0.0005 per review returned, plus standard Apify platform usage, which is small because the Actor uses lightweight HTTP requests (no browser). You are never charged for results that are not returned. To cap spending, set a maximum cost per run in the run options.

Tips

• Start with a small max-results value to check your filters, then scale up.
• Schedule the Actor (for example daily) to monitor changes over time.
• The data comes straight from the source, so its freshness and completeness depend on that publisher.

Disclaimer

This Actor is not affiliated with or endorsed by any website, platform or data publisher named here. Use it in line with the target sites' terms and applicable privacy laws (e.g. GDPR/CAN-SPAM for contact data). Verify critical decisions against the official source.