Apple App Store Reviews & Ratings Scraper

Extract Apple App Store reviews and ratings for any app, by app ID, App Store URL or search term.

📥 Input · 📤 Output · 💰 Pricing · ▶️ Examples

What you get

One record per review, joined with live app rating data, ready for product feedback analysis, sentiment tracking and competitor research.

• appId, appName, seller, genre, url
• appAverageRating, appRatingCount, appVersionLatest
• rating: the review's star rating (1 to 5)
• title, body: the review text
• author, authorUrl
• appVersion: the app version the review was written for
• voteSum, voteCount: how other users voted the review
• updatedAt: when the review was posted
• country, reviewId, observedAt

How to use it

Provide any of these (you can mix them):

• App IDs like 324684580
• App Store URLs like https://apps.apple.com/us/app/spotify/id324684580
• A search term to pull the top matching apps

Set the country code (us, gb, mx, br and more), the reviews per app cap, and whether to sort by most recent or most helpful.

Frequently Asked Questions

How many reviews can I get per app? The App Store public feed returns up to around 500 reviews per app per country. To go deeper, run the same app across several country codes.

Can I scrape multiple apps at once? Yes. Pass a list of app IDs or URLs, or a search term, and every matched app is scraped in one run.

Do I need a proxy? No. The actor reads Apple's public iTunes feeds directly, so it runs without any proxy.

Example use cases

Ready-to-run example tasks, each preconfigured for a common scenario. Open one and press run, or use it as a template:

• Scrape App Store Reviews for Spotify: Scrape App Store Reviews for Spotify
• Track App Store Reviews for Instagram: Track App Store Reviews for Instagram
• WhatsApp Messenger App Store Reviews Scraper: WhatsApp Messenger App Store Reviews Scraper
• TikTok App Store Reviews Scraper: TikTok App Store Reviews Scraper
• Uber App Store Reviews Scraper: Uber App Store Reviews Scraper
• Netflix App Store Reviews Scraper: Netflix App Store Reviews Scraper
• Duolingo App Store Reviews Scraper: Duolingo App Store Reviews Scraper
• ChatGPT App Store Reviews Scraper: ChatGPT App Store Reviews Scraper
• Temu App Store Reviews Scraper: Temu App Store Reviews Scraper
• Notion App Store Reviews Scraper: Notion App Store Reviews Scraper

Export, API and AI agents (x402 + MCP)

Export the scraped data to JSON, CSV or Excel, pull it as a dataset through the Apify API, or wire it into your app with no code. This web scraper and data extractor also works for bulk data extraction and scheduled runs.

For AI agents: this Actor is available on x402, Apify's agentic payment standard built with Coinbase. An AI agent can discover, pay for and run it on its own with a funded wallet and a single HTTP request: no account, no subscription, no API key and no human in the loop. It also runs as an MCP tool inside Claude, Cursor and other AI clients out of the box. Learn more about x402 agentic payments on Apify.

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More scrapers at scrapers.lat

This actor is built and maintained by scrapers.lat, where we publish scrapers for Latin American and US public platforms: real estate, jobs, e-commerce, company registries and government data. Browse the full catalog, see live sample output for each one, or ask us for a custom scraper at scrapers.lat.

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This actor is an independent tool and has no affiliation with Apple Inc. It only accesses data that is publicly available through Apple's public iTunes feeds. Use it in accordance with Apple's terms of service.