App Store Reviews Scraper

Get an app's public Apple App Store reviews as structured JSON. Give it an App Store URL, a numeric app id, or a bundle id, and you get every review with its star rating, title, text, publication date and the reviewer's public display name. Every record also carries the app's free metadata: name, developer, average rating and total rating count. Works across any App Store country and needs no browser or residential proxy.

Built for app-store monitoring, competitor research, release-quality tracking and feeding review data to AI agents. Only public review feeds are read; the only reviewer data collected is the display name shown on the review.

What you get

{
  "appId": "618783545",
  "appName": "Slack",
  "developer": "Slack Technologies, LLC",
  "country": "us",
  "reviewId": "10123456789",
  "title": "Great for team chat",
  "text": "We use this daily across three teams. Threads and search work well.",
  "rating": 5,
  "version": null,
  "date": "2026-08-14T09:21:33Z",
  "authorName": "Jordan",
  "voteSum": null,
  "voteCount": null,
  "url": "https://apps.apple.com/us/app/slack/id618783545",
  "appAverageRating": 4.6,
  "appRatingCount": 118234,
  "error": null,
  "scrapedAt": "2026-09-10T10:15:00.000Z"
}

Field	Notes
appId, url	Apple's numeric track id and the app's public store URL
reviewId	Apple's review id
rating	1–5 (number)
version	Always null: Apple's current reviews endpoint no longer exposes the app version a review was written against
date	ISO 8601
authorName	Public display name shown on the review; nothing else about the reviewer is collected
voteSum, voteCount	Always null: Apple's current reviews endpoint no longer exposes "helpful" vote counts
appAverageRating, appRatingCount	The app's overall rating in that store, repeated on every record

A STATS record in the run's key-value store holds one summary per app: reviews delivered, errors, rating distribution and average rating of the delivered reviews. An app that cannot be found in a given country produces one record with every review field set to null and an error string describing what went wrong; that record is not charged. Every record, success or error, carries the same set of keys so downstream code never has to branch on shape.

Input

Field	Default	Notes
apps	—	App Store URLs, numeric app ids, or bundle ids, one per line
countries	["us"]	2-letter App Store codes, e.g. us, gb, de
maxReviewsPerApp	200	Cap per app, per country; hard ceiling of 500
sortBy	mostrecent	Accepted for backwards compatibility; Apple's current endpoint has no sort control, so this no longer affects the order reviews come back in
proxyConfiguration	Apify automatic	Apple's reviews endpoint doesn't block data-centre IPs, so no residential proxy is needed by default

{ "apps": ["https://apps.apple.com/us/app/slack/id618783545", "com.spotify.client"], "countries": ["us", "gb"], "maxReviewsPerApp": 300, "sortBy": "mosthelpful" }

Pricing

Pay per review delivered. The app metadata on each record and in STATS is free, duplicates within a run are never charged, and an app that isn't found in a given country costs nothing.

Speed & cost

Runs in roughly 10–20 seconds per 100 reviews (Apple's reviews endpoint is paginated 20 at a time with no retry delays needed). A 100-review run costs about $0.04 in review events plus roughly $0.01 of platform usage.

Typical uses

• Tracking user sentiment across app releases and versions
• Competitor and category monitoring across App Store countries
• Mining low-rated reviews for bugs and support issues
• Giving an AI agent live customer feedback about an app

Use from an AI agent

Available through the Apify MCP server: "Get the most helpful App Store reviews for Slack and summarise the complaints."

API call:

curl -X POST "https://api.apify.com/v2/acts/clearrun~app-store-reviews/run-sync-get-dataset-items?token=$APIFY_TOKEN" \
  -H "Content-Type: application/json" \
  -d '{"apps": ["https://apps.apple.com/us/app/slack/id618783545"], "maxReviewsPerApp": 100, "sortBy": "mosthelpful"}'

Support

Open an issue on the Issues tab with the app, the input you used and the run ID. Issues are answered within one working day.