Google Play Store Reviews Scraper

Scrapes user reviews from Google Play Store app pages. Pass in app IDs or URLs and get back review text, ratings, authors, and dates.

What it does

• Scrape reviews from any public Android app on Google Play
• Accepts both app IDs (com.slack) and full Play Store URLs
• Set language for localized reviews
• Returns up to 500 reviews per app

Input example

{
    "appIds": ["com.slack", "com.spotify.music"],
    "maxReviews": 50,
    "language": "en"
}

Output fields

Field	Type	Description
text	string	Review text (max 2000 chars)
rating	number	Star rating (1-5)
author	string	Reviewer's display name
date	string	Review date as shown on the page
appId	string	App package ID (e.g. "com.slack")
scrapedAt	string	When the data was collected

Output example

{
    "text": "Great app but notifications are broken on Android 14. Have to force close and reopen to get them working again.",
    "rating": 3,
    "author": "Sarah M",
    "date": "March 15, 2026",
    "appId": "com.slack",
    "scrapedAt": "2026-03-22T10:00:00.000Z"
}

Pricing

Uses residential proxies. Scraping 50 reviews from one app costs about $0.01-0.03 in platform credits.

Limitations

• Google Play only shows a limited number of reviews per page load, even after scrolling
• author and date fields may be null if the DOM structure changes
• Reviews shorter than 20 characters are filtered out
• Max 500 reviews per app per run
• Some apps with very few reviews may return less data than expected
• The scraper clicks "See all reviews" automatically, but the button text varies by language