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Google Play Review Scraper (Cloud)

ReviewsMCP
Scrape up-to-date app reviews (comments, star ratings, etc) from Google Play.
Standard
Access Level
Run Mode
Free
Cost of Usage
2026/09/17
Last updated
Try it!

📌 What app review and developer reply data can you collect from Google Play?

This template collects structured records from reviews pages, including App_Name, Company_Name, URL, Name, Time, Comments, Star_rating, Developer_Reply, Reply_Time. It is useful for app developers, ASO teams, product managers, and mobile-market researchers.

Data is collected from Google Play. Google Play is Google’s marketplace for Android apps, games, and related user reviews.

💰 Pricing

This template is currently free of charge and has no per-line usage fee. Octoparse plan or resource limits may still apply.

📦 Output

Google Play Review Scraper (Cloud) returns these fields:

  • App_Name
  • Company_Name
  • URL
  • Name
  • Time
  • Comments
  • Star_rating
  • Developer_Reply
  • Reply_Time
{
  "App_Name": "Target",
  "Company_Name": "Target Corporation",
  "URL": "https://play.google.com/store/apps/developer?id=Target+Corporation",
  "Name": "Danielle Siegel",
  "Time": "April 9, 2019",
  "Comments": "Added a egift card to my wallet. It specifically says \"Scan Wallet at checkout to use gift cards in store.\" I added my $5 egift card a couple weeks ago. It's listed in my gift cards. The cashier scanned my Wallet at checkout yesterday but my tender didn't drop $5. Double checked my gift cards when I...Full Review",
  "Star_rating": null,
  "Developer_Reply": null,
  "Reply_Time": null
}

🎯 Use Cases

  • Use Comments to analyze app-review feedback and recurring themes.
  • Use Developer_Reply and Reply_Time to compare developer response activity.
  • Use Star_rating to compare review sentiment and rating distribution.
  • Use Company_Name and App_Name to group and compare reviews by developer and app.

🐙 Why Octoparse

  • Built for Google Play: Takes the configured App URLs (up to 10,000 per run), Number of Page Scrolls (up to 2000) inputs, opens each supplied URL and follows the configured page loops on Google Play reviews pages, then emits structured rows containing fields such as App_Name, Company_Name, URL, Name, Time.
  • Inputs match the workflow: The form uses App URLs (up to 10,000 entries) and Number of Page Scrolls (1 to 2000).
  • Fields stay connected: Google Play Review Scraper (Cloud) returns App_Name, URL, Comments, Time, and Company_Name in the same structured dataset.
  • Ready for repeat use: After Google Play Review Scraper (Cloud) runs in the cloud, schedule eligible tasks and export the rows for spreadsheets, dashboards, APIs, or AI workflows.

📝 Input

Complete the following fields:

  • App URLs (Required) — Up to 10,000 entries per run.
  • Number of Page Scrolls (Required) — Max. Accepted range: 1 to 2000.

🚀 How to Use

  1. Open Google Play Review Scraper (Cloud) and click Try it!.
  2. Complete App URLs and Number of Page Scrolls using the formats and limits shown in the Input section.
  3. Run it in the Octoparse cloud and start the task.
  4. Review fields such as App_Name, URL, and Comments, then export the rows in the format you need.

💡 Tips

  • Test one representative value in App URLs before submitting a large batch to Google Play Review Scraper (Cloud).
  • Use App_Name and URL when checking duplicates or comparing repeated exports.

❓ FAQ

How many entries can Google Play Review Scraper (Cloud) accept in App URLs per run?

Enter up to 10,000 values in App URLs per run.

Which Google Play pages does Google Play Review Scraper (Cloud) process?

The workflow is configured for review pages and returns fields such as App_Name, URL, Comments, and Time.

What can I use data from Google Play Review Scraper (Cloud) for?

Use Comments to analyze customer or audience feedback and sentiment.

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