Google Play Reviews Scraper – Ratings & Replies

Scrape Google Play app reviews at scale, for your own apps or your competitors'. The Actor returns everything you need for sentiment analysis, product research and support monitoring. It does not return reviewer names or profile pictures.

$0.25 per 1,000 reviews. You only pay for reviews returned.

What you get for each review

Field	Example
appId	com.spotify.music
reviewId	5f863143-e046-4008-…
score	4 (1–5 stars)
text	"Works well, but the navigation could be clearer…"
date	2026-10-01T09:09:03+00:00
appVersion	9.1.86.2432
thumbsUp	12 (how many users found it helpful)
replyText, replyDate	the developer's public reply, if any
language, country, scrapedAt	run context

Not included on purpose: reviewer name, avatar and profile link. The output contains review content and metadata only, no reviewer profile data.

Use cases

• Sentiment and feature analysis: feed thousands of reviews into your LLM or BI tool.
• Competitor research: find what users hate about competing apps, e.g. filter by 1-star reviews.
• Release monitoring: sort by newest and schedule daily runs to catch problems after an update, using the appVersion field.
• Support quality: see which reviews got a developer reply.

How to use

1. Add one or more app IDs or Play Store URLs.
2. Set max reviews per app (up to 50,000), sort (newest, most relevant, rating) and optionally a star filter.
3. Choose the language (en, de, fr …) and country. Google returns reviews mainly in that language.

{
  "apps": ["com.spotify.music", "com.whatsapp"],
  "maxReviewsPerApp": 2000,
  "sort": "newest",
  "stars": "1",
  "language": "en",
  "country": "us"
}

Pricing

Pay per event: $0.00025 per review ($0.25 per 1,000 reviews), plus Apify's tiny actor-start fee. Platform usage is included.

Use with AI agents (MCP)

This Actor works as a tool for AI assistants and agents – Claude, ChatGPT, Cursor, VS Code, n8n and other MCP clients – through Apify's hosted MCP server. Add this server URL to your client:

https://mcp.apify.com?tools=stevenkramp/google-play-reviews-scraper

Sign in with your Apify account when asked. Your agent can then call the Actor in plain language, for example: "Fetch the newest 200 reviews of com.spotify.music and summarize the main complaints." – and gets clean, structured JSON back. Runs started by your agent are normal Actor runs on your Apify account at the same pay-per-event price.

More from stevenkramp

Other Actors by the same developer – same quality standards, pay only for results:

Search & trends

• Google Trends Scraper – interest over time, regions, rising queries
• Keyword Trends Finder – keyword ideas with trend direction
• Google News Scraper – news articles with real URLs
• Google Images Scraper – full-size image URLs
• Google Shopping Scraper – prices and merchants
• Google Jobs Scraper – job listings

Apps

• Google Play Store Scraper – Android app data and rankings
• Apple App Store Scraper – iPhone, iPad and Mac app data
• Shopify App Store Scraper – Shopify apps and pricing plans

Research & media

• arXiv Papers Scraper – research papers and abstracts
• Apple Podcasts Scraper – podcasts with latest episodes

Websites & places

• Website SEO Audit – broken links, titles, sitemap
• Germany Neighborhood Profile – German neighborhood rents and vacancy

FAQ

How fast is it? About 200 reviews per request, so typically several thousand reviews per minute.

Why don't I get exactly the number I asked for? Some apps simply have fewer reviews in the selected language or star rating.

Do you have app details too? Yes, see our Google Play Store Scraper for ratings, installs, prices and search rankings.