App Store Scraper — Apps, Ratings & Reviews

Pull Apple App Store data for any app — full metadata, ratings, and recent customer reviews — straight from Apple's own public iTunes APIs. No proxies, no login, no HTML scraping, so it's fast and reliable.

Give it app ids, App Store URLs, bundle ids, or keyword searches, and get back clean, structured data per app.

Who it's for

• App developers & ASO — track your own and competitors' ratings, versions, and review sentiment over time.
• Market & competitor research — pull a whole category by keyword and compare.
• Investors / analysts — monitor rating counts and update cadence as growth signals.
• AI / data pipelines — reviews and descriptions as structured input for analysis.

Input

Field	Type	Default	Description
apps	array	—	App ids, App Store URLs, or bundle ids (e.g. 284882215, com.spotify.client)
searchTerms	array	—	Keywords to search; matching apps are returned
country	string	us	Two-letter App Store country code
includeReviews	boolean	false	Also fetch recent reviews (embedded per app)
maxReviews	integer	100	Reviews per app when enabled (up to ~500)
maxAppsPerSearch	integer	10	Apps returned per search term

Provide at least one of apps or searchTerms. A single value or a list both work.

{
  "apps": ["284882215", "https://apps.apple.com/us/app/notion/id1232780281"],
  "searchTerms": ["habit tracker"],
  "country": "us",
  "includeReviews": true,
  "maxReviews": 100
}

Output

One row per app:

{
  "appId": 324684580,
  "name": "Spotify: Music and Podcasts",
  "bundleId": "com.spotify.client",
  "seller": "Spotify",
  "price": 0,
  "category": "Music",
  "averageRating": 4.78,
  "ratingCount": 40876140,
  "version": "9.1.62",
  "currentVersionReleaseDate": "2026-07-01T…",
  "releaseNotes": "…",
  "description": "…",
  "url": "https://apps.apple.com/us/app/…",
  "reviews": [
    { "author": "…", "rating": 3, "title": "…", "version": "…", "updated": "…", "content": "…" }
  ]
}

reviews is present only when includeReviews is on.

Notes & limits

• Data comes from Apple's public iTunes lookup/search APIs and the App Store reviews RSS feed — official, no scraping tricks required.
• Reviews are the most recent ones (the RSS feed exposes roughly the latest ~500 per app/country), not the full historical set.
• Ratings and reviews are per country — set country accordingly (us, gb, de, …).
• This covers the Apple App Store only. (Google Play is a separate roadmap item.)
• Public data; you are responsible for using the output in line with your own legal and compliance requirements.