App Store & Google Play Reviews Scraper + App Details

Scrape reviews and app details from both the Apple App Store and Google Play in one run. Paste app URLs, IDs, or just app names. Collect reviews from several countries, filter by star rating and date, and get developer replies. Everything comes back in one clean format, ready for sentiment analysis, ASO, competitor research or feeding an LLM.

• ✅ Both stores, one schema: store: "apple" | "google", same fields for both.
• ✅ Any input: Play Store URL or package name, App Store URL or numeric ID, or an app name (searched automatically).
• ✅ Many countries per run (us, gb, de, in, br...).
• ✅ Filters: min/max stars (e.g. only 1–2★ complaints) and "reviews since" date.
• ✅ App details included: rating, ratings count, histogram, installs, version, price, genre, developer, description.
• ✅ Privacy-friendly by default: reviewer names are left out unless you turn them on.
• 💲 $0.25 per 1,000 reviews, and $0.002 per app details record.

Use cases

• Product and UX teams: find the top complaints after each release (filter to 1–2★ since the release date).
• Competitor research: compare ratings, feature requests and pain points across competing apps and countries.
• ASO (App Store Optimization): mine the words users actually use and track ratings over time.
• AI and analytics: feed thousands of reviews to an LLM for sentiment, topics and summaries.
• Agencies: monitor client apps' reviews weekly with a schedule.

Input example

{
    "apps": [
        "https://play.google.com/store/apps/details?id=com.spotify.music",
        "https://apps.apple.com/us/app/spotify-music-and-podcasts/id324684580",
        "Duolingo"
    ],
    "countries": ["us", "gb"],
    "maxReviewsPerApp": 500,
    "maxRating": 2,
    "reviewsSince": "2026-09-01"
}

Output

Review (type: "review"):

{
    "type": "review",
    "appId": "324684580",
    "appTitle": "Spotify: Music and Podcasts",
    "store": "apple",
    "reviewId": "14599714132",
    "rating": 5,
    "title": "Love this app",
    "text": "If you spend the extra money on the premium this app is good...",
    "date": "2026-09-27T14:17:41.000Z",
    "appVersion": "9.1.86",
    "thumbsUp": 0,
    "replyText": null,
    "replyDate": null,
    "url": "https://apps.apple.com/us/app/id324684580?see-all=reviews",
    "country": "us",
    "language": null,
    "scrapedAt": "2026-09-28T22:23:58.335Z"
}

App details (type: "app", one per app and country): title, developer, rating, ratingsCount, histogram (Google Play), installs (Google Play), price, genre, version, updatedAt, description, icon, url and more.

Use the type field to split reviews from app records, or turn off Include app details to get reviews only.

Limits to know

• Apple App Store: Apple's public review feed gives up to about 500 of the most recent reviews per country. Add more countries to get more reviews.
• Google Play: no practical limit. Tens of thousands of reviews per app are fine.

Pricing

• $0.00025 per review ($0.25 per 1,000)
• $0.002 per app details record

Filters run before billing: reviews you filter out are free. Set a maximum cost per run and the Actor stops cleanly when it's reached.