Apple App Store Reviews and Ratings Scraper
Pricing
$0.95 / 1,000 results
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Apple App Store Reviews and Ratings Scraper
Extract customer reviews, 1 to 5 star ratings, feedback titles, and app version numbers for any iOS app worldwide without proxies.
Pricing
$0.95 / 1,000 results
Rating
0.0
(0)
Developer
Darim Quraishi
Maintained by CommunityActor stats
0
Bookmarked
2
Total users
1
Monthly active users
21 hours ago
Last modified
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Extract user reviews, 1-5 star ratings, review titles, feedback text, app versions, and sentiment scores for iOS apps across global storefronts.
Features
- Searches by app name or direct numeric track ID.
- Supports regional storefronts across major international markets.
- Filters reviews by rating range to isolate negative feedback or high praise.
- Calculates automated sentiment scores and labels for customer reviews.
- Extracts reviewer usernames, review titles, full text, and app version numbers.
- Queries public Apple syndication feeds directly with zero proxy requirements.
Input parameters
| Parameter | Type | Default | Description |
|---|---|---|---|
appNameOrId | String | "ChatGPT" | iOS App Name or numeric Track ID. |
country | String | "us" | Two-letter country code (us, gb, ca, de, fr, etc.). |
sortBy | String | "mostRecent" | mostRecent or mostHelpful. |
minRating | Integer | 1 | Minimum star rating (1 to 5). |
maxRating | Integer | 5 | Maximum star rating (1 to 5). Set to 2 to extract customer pain points. |
maxReviews | Integer | 50 | Maximum number of customer reviews to collect. |
Output format
json { "reviewId": "14692633353", "appId": "6448311069", "appName": "ChatGPT", "appDeveloper": "OpenAI OpCo, LLC", "rating": 5, "title": "Best AI Assistant", "author": "SecretLion1", "version": "1.2026.280", "content": "Always on target with my requests. The voice mode feels incredible.", "voteCount": 12, "sentimentScore": 0.82, "sentimentLabel": "POSITIVE", "country": "us", "appStoreUrl": "https://apps.apple.com/us/app/id6448311069", "scrapedAt": "2026-10-22T13:55:00.000Z" }Use cases
- Customer pain point analysis: Filter 1-star reviews to identify recurring bugs and complaints.
- Competitive benchmarking: Compare customer sentiment across competing mobile apps.
- Release feedback: Track how new version updates affect user ratings over time.
- Feature planning: Identify requested features directly from user review comments.
Pricing and efficiency
- Typical runtime: 2 to 4 seconds per execution.
- Zero proxy costs: Runs over public REST and RSS endpoints without residential proxy pools.
- Suitable for scheduled runs and continuous monitoring under standard platform limits.
