Google Play Reviews Scraper

Scrape Google Play Store reviews for any Android app — star rating, review text, app version, date, likes and the developer's reply — for as many apps, countries and languages as you need in one run. Paste a Play Store URL, a package name or just the app's name.

Why this scraper

• Any app, many storefronts in one run — URLs, package names (com.spotify.music) or app names (top search result).
• Filters that save money — only 1–2 star reviews, only the last N days, a cap per app: you pay only for what you keep.
• The developer's reply included — see how (and how fast) a company answers complaints.
• Monitored every 3 hours — the source endpoints are checked automatically, so a change on Google's side is caught and fixed fast.

What you get

One record per review:

• app ID, app name, country, language
• rating (1–5), review text, likes (thumbs up)
• app version the review was written for
• review date and the developer's reply with its date (ISO 8601)
• reviewer's public display name

How to use

1. Add apps: Play Store URLs, package names or app names.
2. Choose the review language (en, de, es, …) and countries. Google Play groups reviews mostly by language, so one country per language usually gets them all; duplicates across countries are removed.
3. Optionally keep only some star ratings or recent reviews, and cap reviews per app.
4. Run and export to JSON, CSV, Excel, or pull the data via API / integrations (Make, Zapier, n8n, Google Sheets).

Example input

{
  "apps": ["https://play.google.com/store/apps/details?id=com.spotify.music", "notion"],
  "countries": ["us"],
  "language": "en",
  "ratings": ["1", "2"],
  "postedWithinDays": 30,
  "maxReviewsPerApp": 500
}

Example output

{
  "appId": "com.spotify.music",
  "appName": "Spotify: Music and Podcasts",
  "country": "us",
  "language": "en",
  "reviewId": "c8c02a04-226c-4c33-9499-303147ece2f7",
  "rating": 1,
  "text": "adds on premium now, can't remove card information, can't contact a human ...",
  "thumbsUp": 0,
  "appVersion": "9.1.94.1929",
  "date": "2026-10-31T16:48:29+00:00",
  "replyText": null,
  "repliedAt": null,
  "appUrl": "https://play.google.com/store/apps/details?id=com.spotify.music"
}

Use cases

• Product teams — find the bugs and feature requests users complain about, per app version.
• Competitor research — compare ratings and complaints across rival apps.
• App marketing & ASO agencies — monitor client apps daily and report on sentiment.
• AI and sentiment analysis — clean review text ready for an LLM or a classifier.

Use it with AI agents

This actor works as a tool for AI agents and LLM apps through the Apify MCP server (Claude, Cursor, VS Code and other MCP clients) and through Apify's integrations for LangChain, LlamaIndex, Make, Zapier and n8n. Ask your agent for the data in plain words; it fills the input for you.

Related scrapers

• App Store Reviews Scraper — the same for iPhone apps
• Apple Podcasts Scraper
• Wayback Machine Scraper

Pricing

Pay per result: you are charged only for reviews saved to the dataset. Set Max reviews per app or Max results in total to cap the cost of a run.

FAQ

How do I export Google Play reviews to Excel or CSV? Add the app, click Start, then download the dataset as CSV or Excel.

How do I get only negative reviews? Select star ratings 1 and 2.

Can I monitor new reviews of my app every day? Yes. Schedule the run daily with Posted within (days) = 1 and connect the dataset to Slack, email or Google Sheets.

Why do two countries return the same reviews? Google Play shows reviews by language; the same English reviews appear in the US and the UK. The scraper removes the duplicates, so you're not charged twice.

Is it legal? The scraper reads only publicly visible reviews. It returns the reviewer's public display name but no profile photo, email or other personal data.

Something broke or you need a field? Open an issue on the Issues tab — we usually respond within a day.