App Store & Google Play Reviews Scraper

App identifiers in, user reviews out — from both the Apple App Store and Google Play, with the store auto-detected per app. Apple reviews come from Apple's public RSS feed (reliable, no key); Google Play reviews via the maintained google-play-scraper.

• Both stores, one actor — mix Apple ids and Play packages in a single run
• Flexible input — Apple numeric id (324684580) or apps.apple.com URL; Play package (com.spotify.music) or play.google.com URL; prefix apple:/play: to force
• Full review fields — rating, title, text, author, app version, date, review id
• Sort — most recent or most helpful
• Localized — country (and language for Play)
• Honest pricing — one charge per review returned; apps with no reviews (bad id, empty feed) are reported and never charged

Input

{
    "apps": ["324684580", "com.spotify.music"],
    "maxReviewsPerApp": 100,
    "sortBy": "mostrecent",
    "country": "us",
    "language": "en"
}

Output (one dataset item per review)

{
    "store": "apple",
    "app_id": "324684580",
    "country": "us",
    "rating": 5,
    "title": "Great App",
    "text": "Love the new update…",
    "author": "jesmeddd",
    "version": "9.1.72",
    "updated": "2026-08-15T12:00:00-07:00",
    "review_id": "1234567890"
}

Google Play rows add thumbs_up.

Pricing

One event: review — charged per review returned. An app id that can't be parsed, or returns no reviews, is reported with an error and not charged.

Typical uses

• Product & UX research — mine what users praise and complain about
• Release monitoring — track sentiment and bugs by app version
• Competitor analysis — pull reviews across rival apps in one run
• LLM pipelines — summarize themes, classify sentiment, extract feature requests

Works with AI agents

Exposed via Apify's MCP server — an agent can call "get the 100 most recent reviews for this app and summarize the top complaints" in one step.

FAQ

Apple vs Google Play coverage? Apple uses the official public reviews RSS (up to ~500 recent reviews per app). Google Play uses the community google-play-scraper and can return more.

Which country/language? Reviews are store-localized — set country (both stores) and language (Google Play).

Bulk? Pass many apps; each review is one dataset row and one charge, failures never charged.