App Store Reviews Scraper & App Details API (All Countries)

App Store Reviews Scraper is an Apple App Store reviews API that extracts customer reviews and app details from the Apple App Store for any app, in any country storefront. Get star ratings, review titles and text, app version, review date and helpful votes, plus app metadata such as average rating, rating count, price, current version, release notes, category, developer, screenshots and description.

It uses Apple's public iTunes Search API and public customer-reviews feed. There's no login, no browser and no proxy cost, so runs are fast and cheap. Export to JSON, CSV or Excel, or connect via API, Make, Zapier or n8n.

Why use this App Store reviews scraper?

	App Store Reviews Scraper	Copying reviews by hand	ASO / review-monitoring SaaS
Reviews and app details in one run	Yes	No	Usually
Many countries per run	Yes, any storefront	One at a time	Plan-dependent
Star-rating and date filters	Yes, filtered reviews are free	Manual	Yes
Stable flat JSON, CSV or Excel	Yes	No	Export often limited
Login, browser or proxies	None (Apple's public feeds)	n/a	n/a
Price	$0.25 per 1,000 reviews, pay as you go	Your time	Monthly subscription

What can this App Store scraper do?

• ⭐ Scrape App Store reviews with rating, title, text, app version, date and helpful votes.
• 🌍 Cover multiple countries in one run. Each storefront (us, gb, de, jp, br…) has its own reviews and ratings.
• 📱 Get app details: name, developer, average rating, rating count, price, version, last update date, release notes, description, category, size, age rating, languages, icon and screenshots.
• 🎯 Filter reviews by star rating (for example only 1–2 star reviews) and by date (only reviews newer than a given date).
• 🔁 Monitor new reviews on a schedule with the Only reviews newer than filter.
• 🔒 Privacy-friendly by default. Reviewer nicknames are excluded unless you turn them on.
• 🤖 Ready for AI agents and LLM pipelines, with clean, flat JSON that's easy to summarize or classify.

Who uses App Store review data?

• Product and UX teams looking for bugs, feature requests and sentiment after each release.
• App marketers and ASO specialists comparing ratings across countries and competitors.
• Market researchers tracking competitors' versions, pricing and rating trends.
• Customer support teams spotting negative reviews quickly.
• AI and data teams running sentiment analysis, topic clustering or LLM summaries of user feedback.
• Agencies and investors benchmarking apps before a pitch or deal.

How to scrape App Store reviews

1. Click Try for free.
2. Add apps to Apps, one per line. You can use the App Store ID (570060128), the App Store URL (https://apps.apple.com/us/app/duolingo-language-lessons/id570060128) or the bundle ID (com.spotify.client).
3. Add Countries as two-letter codes (us, gb, de…).
4. Choose how many reviews per country you want, and optional rating or date filters.
5. Click Start, then download the results from the Output tab.

Input example

{
    "apps": ["https://apps.apple.com/us/app/duolingo-language-lessons/id570060128", "324684580"],
    "countries": ["us", "gb"],
    "includeAppDetails": true,
    "includeReviews": true,
    "maxReviewsPerCountry": 100,
    "sortBy": "mostrecent",
    "minRating": 1,
    "maxRating": 5
}

Output examples

Every record has a recordType of app or review. The Reviews and App details views in the Output tab show them separately.

Review

{
    "recordType": "review",
    "reviewId": "14633649772",
    "appId": 570060128,
    "appName": "Duolingo: Language & Chess",
    "country": "gb",
    "rating": 5,
    "title": "I love Duolingo",
    "text": "it’s a very good app",
    "appVersion": "7.142.0",
    "reviewedAt": "2026-10-06T08:59:39.000Z",
    "voteSum": 0,
    "voteCount": 0,
    "reviewerName": null,
    "sortBy": "mostrecent",
    "scrapedAt": "2026-10-07T20:14:08.664Z"
}

App details (shortened)

{
    "recordType": "app",
    "appId": 324684580,
    "country": "us",
    "name": "Spotify: Music and Podcasts",
    "bundleId": "com.spotify.client",
    "developerName": "Spotify",
    "averageRating": 4.77203,
    "ratingCount": 42443544,
    "formattedPrice": "Free",
    "version": "9.1.88",
    "primaryGenre": "Music",
    "appUrl": "https://apps.apple.com/us/app/spotify-music-and-podcasts/id324684580?uo=4",
    "scrapedAt": "2026-10-07T20:15:18.492Z"
}

A RUN_SUMMARY record in the key-value store shows reviews per country, apps not found in a storefront, and any failed requests.

How much does it cost to scrape App Store reviews?

This Actor uses pay-per-event pricing. You only pay for the records you get:

Event	Price
Review saved	$0.25 per 1,000 reviews ($0.00025 per review)
App details record saved (per app per country)	$2.00 per 1,000 apps ($0.002 per record)
Actor start	$0.00005 per run

For example, 500 reviews for one app in 3 countries (1,500 reviews) plus 3 app records costs about $0.38. Reviews you filter out by rating or date are free, and there's no extra charge for compute or proxies. Set Maximum cost per run in the run options to cap spending.

More examples:

• The prefilled example (2 apps, 2 countries, up to 100 reviews each): about $0.11
• 10,000 reviews: $2.50
• App details only for 1,000 apps: $2.00

Use it with AI agents (MCP) and the API

Add this Actor as a tool in Claude, ChatGPT, Cursor, VS Code or any other MCP client through the Apify MCP server:

https://mcp.apify.com?tools=magenta_waterwheel/app-store-reviews-details

Then just ask, for example: "Get the latest 1- and 2-star App Store reviews for Duolingo in the US, UK and Germany and summarize the main complaints." The agent fills in the input, runs the Actor and reads the results. The Actor runs with limited permissions, so it can only access its own run storage.

To get results in a single HTTP request, call the synchronous endpoint with your Apify API token:

curl -X POST "https://api.apify.com/v2/acts/magenta_waterwheel~app-store-reviews-details/run-sync-get-dataset-items" \
  -H "Authorization: Bearer $APIFY_TOKEN" \
  -H "Content-Type: application/json" \
  -d '{"apps":["570060128"],"countries":["us"],"maxReviewsPerCountry":50,"maxRating":2}'

You can also use the official Python and JavaScript clients, or the ready-made code on the API tab.

Integrations and scheduling

• ⏰ Schedule runs hourly, daily or weekly in Apify Console, with no server to maintain.
• 🔗 Send results anywhere: Google Sheets, Slack, Google Drive, Airbyte, webhooks, or no-code tools such as Make, Zapier and n8n.
• 📤 Export the dataset as JSON, CSV, Excel, XML, RSS or HTML.
• 📈 Monitoring: get notified if a run fails, and see every run's log and cost in Console.

FAQ

Is there a free trial?

Yes. Apify's Free plan includes $5 of usage credit every month, enough for about 20,000 reviews with this Actor. No credit card is needed to start.

How do I find an app's App Store ID?

Open the app's page on apps.apple.com. The ID is the number after id in the URL, for example 570060128 in https://apps.apple.com/us/app/duolingo-language-lessons/id570060128. You can also paste the full URL or the bundle ID (com.spotify.client).

How do I monitor new reviews every day?

Save your input as a task, keep Sort reviews by on most recent, and add a daily schedule in Apify Console. Each review has a stable reviewId, so you can de-duplicate across runs, or set Only reviews newer than to the date you want to start from. Connect Slack or Google Sheets to get new reviews delivered automatically.

How many reviews can I get per app?

Apple's public reviews feed provides up to 500 reviews per app per country (10 pages of 50), sorted by most recent or most helpful. To collect more, add more countries, or schedule the Actor with Only reviews newer than to build a growing history over time.

Why is an app "not found" in some countries?

Apps can be unavailable in some storefronts. The Actor skips those countries, lists them in RUN_SUMMARY, and continues with the rest. If none of your apps are found anywhere, the run fails with a clear message so you don't pay for an empty run.

Can I get only negative reviews?

Yes. Set Maximum star rating to 2 to save only 1- and 2-star reviews.

Does it scrape Google Play?

No, this Actor covers the Apple App Store only.

Is it legal to scrape App Store reviews?

The Actor reads publicly available app metadata and reviews through Apple's public endpoints. It does not log in or bypass any protection. Reviewer nicknames are excluded by default. Make sure your use of the data complies with applicable laws, such as GDPR, and with Apple's terms.

Can I use it via API or with AI agents?

Yes. Run it via the Apify API, the Apify MCP server or the JavaScript and Python clients, and read the dataset. Records are flat JSON with stable field names.

I found a bug or need a feature

Open an issue in the Issues tab with a link to your run. We aim to reply within one business day.

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