The Apple App Store Reviews API fetches iOS and macOS app reviews on demand and returns them as clean, structured JSON. Pass a numeric App Store product ID or just an app name and get back ratings, review titles and text, dates, the app version, the author, and helpfulness counts across 50+ country stores. Sort by most recent, most helpful, most favorable, or most critical. It is built MCP-first for app store optimization, sentiment analysis, and AI agent workflows. Pricing is pay-per-result, from $0.01 per 1,000 results, so pulling a few hundred reviews costs almost nothing.

Example Tasks & Use Cases

Export TikTok App Store reviews to CSV - pull a big, well-known app's reviews into a spreadsheet-ready CSV in a single run, and reuse it as a template for any title.

Pull a competitor app's one-star reviews - sort by most critical to surface the exact complaints, missing features, and dealbreakers pushing their users away.

Analyze your iOS app reviews in Claude via MCP - wire the actor into Claude as a tool and ask, in plain English, for your app's latest reviews and a summary of the themes.

Export App Store reviews to CSV - point it at any app by product ID or name and export clean review data ready for Excel, Sheets, or a pandas dataframe.

Browse all runnable examples on the App Store Reviews API examples page, or open the Apple App Store Reviews API on Apify.

Works with MCP

The actor runs over MCP, so Claude, Cursor, and other AI clients can discover it and call it as a tool. Ask your agent to pull the 100 most-recent reviews for an app in a given country store and bucket them by star rating, and it returns structured rows with no scraping code on your side. One honest limitation: it reads what Apple publishes on the public store, so coverage and freshness track the store itself, and an unlimited pull is capped internally at 50 pages.

Keywords & Topics

app store reviews api, apple app store scraper, ios app reviews, app review scraper, app store optimization data, app sentiment analysis, mobile app reviews json, apple reviews api, macos app reviews, mcp