App Store Reviews Scraper — Multi-Country, Fast, No Proxy
Pricing
from $0.00005 / actor start
App Store Reviews Scraper — Multi-Country, Fast, No Proxy
Scrape Apple App Store reviews across many countries as clean JSON: rating, title, text, version, author and votes. Official RSS + iTunes API, no browser.
Pricing
from $0.00005 / actor start
Rating
0.0
(0)
Developer
Artwa Dev
Maintained by CommunityActor stats
0
Bookmarked
2
Total users
1
Monthly active users
5 days ago
Last modified
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Scrape Apple App Store reviews across many countries as clean JSON, CSV or Excel — star rating, title, review text, app version, author and votes.
Built on Apple's official RSS feed + iTunes API. No headless browser, no login, no proxy needed.
Why this one — coverage
Apple's reviews feed is capped at ~500 reviews per country. Most scrapers pull one storefront and stop. This one aggregates across every country you list — us, gb, br, de, jp, … — so a popular app yields thousands of reviews instead of a few hundred, deduplicated by review id.
What you get per review
| Field | Description |
|---|---|
appName, appId, country | The app and storefront |
rating | 1–5 stars |
title, review | The review |
appVersion | Version reviewed |
author, authorUri | Reviewer |
voteSum, voteCount | Helpfulness |
updated | Timestamp |
Input
{"apps": ["Instagram", "https://apps.apple.com/us/app/id310633997", "389801252"],"countries": ["us", "gb", "br", "de", "jp"],"maxReviewsPerApp": 0,"starRatings": ["1", "2"]}
apps— App Store id, URL, or app name (resolved automatically).countries— two-letter storefront codes to aggregate. More = more reviews.maxReviewsPerApp—0= as many as Apple exposes across your countries.starRatings— keep only certain ratings (e.g. just 1–2 star complaints).
Common uses
- App feedback — pull every recent complaint across all your markets and cluster them.
- Competitor research — compare sentiment and version-specific issues across rivals.
- Localization/QA — see what breaks in specific countries and app versions.
- LLM / sentiment pipelines — clean JSON straight into analysis.
Notes
Uses only Apple's public review feed. Review Apple's terms and your local law before large-scale use of personal data.