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App Store Reviews Scraper

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Scrape user reviews from the Apple App Store for any app. Extracts ratings, review text, author, version, and more.

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from $4.99 / 1,000 results

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App Store Reviews Scraper 📱

Extract user reviews from the Apple App Store for any iOS/macOS app. Uses Apple's official iTunes RSS feed to retrieve reviews with ratings, text, author info, and app version data.

Features

Official iTunes RSS API — no browser required, fast and lightweight
Pagination — fetches up to 500 reviews per app (50 pages × 10 reviews)
Multiple apps — scrape reviews for several apps in one run
Search by name — automatically finds App IDs from app names
Sort options — most recent or most helpful reviews
Multi-country — 30+ App Store country stores supported
Deduplication — prevents duplicate reviews across pages

Input Parameters

Field	Type	Default	Description
`appIds`	array	`[]`	List of numeric App Store IDs (e.g. `389801252` for Instagram)
`appNames`	array	`[]`	Search by app name (automatically resolves to App IDs)
`country`	string	`"us"`	App Store country code (`us`, `gb`, `fr`, etc.)
`sort`	string	`"mostrecent"`	Sort: `mostrecent` or `mosthelpful`
`maxReviews`	integer	`100`	Max reviews per app (1–500)

Finding an App ID

The App ID is the number in the App Store URL: apps.apple.com/app/id**389801252**

Example INPUT.json

{
    "appIds": ["389801252"],
    "appNames": ["Instagram"],
    "country": "us",
    "sort": "mostrecent",
    "maxReviews": 100
}

Output Fields

Field	Type	Description
`position`	integer	Review rank (1-based)
`appId`	string	App Store ID
`appName`	string	App name
`reviewId`	string	Unique iTunes review ID
`title`	string	Review title
`body`	string	Full review text
`rating`	integer	Star rating (1–5)
`author`	string	Reviewer username
`authorUrl`	string	Link to reviewer's Apple profile
`version`	string	App version when review was written
`voteSum`	integer	Net helpful votes
`voteCount`	integer	Total times voted on
`updatedAt`	string	Review date
`country`	string	App Store country
`scrapedAt`	string	ISO 8601 scrape timestamp

Example Output

{
    "position": 1,
    "appId": "389801252",
    "appName": "Instagram",
    "reviewId": "14063535809",
    "title": "Great improvements!",
    "body": "The latest update significantly improved performance...",
    "rating": 5,
    "author": "JohnDoe123",
    "version": "429.0.0",
    "updatedAt": "2026-05-14T06:33:34-07:00",
    "country": "us"
}

Limitations

iTunes RSS API provides a maximum of 500 reviews per app per country
Reviews exposed via RSS are not necessarily all-time reviews — they reflect Apple's selection
App-specific developer responses are not included in the RSS feed

Use Cases

Sentiment analysis — analyze user satisfaction trends over time
Competitive intelligence — monitor competitor app reviews
App improvement — identify most common user complaints
Market research — understand user needs in specific categories
Academic research — study mobile app user behavior

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