Google Play Scraper

Export Google Play apps, top charts, and reviews to a spreadsheet

DataLens is a free Chrome extension that exports Google Play app listings and user reviews to Excel or CSV — no code, no API key. It works on Play Store search results, category and top-chart lists, an app's "Ratings and reviews" dialog, and Google Play Books lists, capturing app or book names, developers, star ratings, prices, and review text.

Add to Chrome See how it works

Free to install
100 free points when you sign in (1 point = 1 row)
Runs in your own browser — signed-in pages work
Export Excel, CSV or JSON

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App lists from search and charts

Turn a Play Store search, a category page, or a top chart into rows: app name, developer, star rating, price, and store link.

Reviews with ratings and dates

Collect reviewer names, star ratings, review dates, review text, and helpful counts from an app's reviews dialog for product and competitor research.

Google Play Books lists too

The same flow works on Google Play Books lists, giving you title, author, rating, and price for each book.

Real-world use cases

A mobile product manager exports the Google Play reviews of three competing apps, filters the one- and two-star reviews, and tags the complaints to find feature gaps worth building.

An indie developer researching a niche exports the Play Store search results for a handful of keywords, compares ratings and developers side by side, and spots which keywords are crowded with large publishers.

An app marketing team exports a category top chart into a sheet to build a competitor list, with developer names and ratings, for a market-sizing deck.

How it works

1
Open the Play Store page that holds your list in Chrome: a search such as play.google.com/store/search?q=habit+tracker&c=apps, a category or top-charts page, or an app page where you click "See all reviews" to open the reviews dialog. Google Play tailors results to your region and language, so check those first.
2
Click the DataLens icon in the toolbar. The AI detects the repeating app cards or review blocks and proposes columns — app name, developer, rating, and price, or reviewer, stars, date, and review text. Untick the columns you don't need; detecting the list and previewing columns are free.
3
Start the scrape. DataLens scrolls the list, or the reviews dialog, to load more items and keeps adding rows. Stop when you have enough and export to Excel (.xlsx), CSV, or JSON.

Frequently asked questions

Short answers to what people usually ask before installing.

Do I need a Google Play API key to scrape the Play Store?

No. DataLens is a Chrome extension that reads Google Play pages as they appear in your browser, so there is no API key, developer account, or code involved. It collects what the Play Store shows you on search, chart, review, and book list pages.

Can I export Google Play reviews to Excel?

Yes. Open the app on Google Play, click "See all reviews", and run DataLens on the reviews dialog. It scrolls the dialog to load more reviews and exports reviewer name, star rating, date, review text, and helpful count to Excel (.xlsx), CSV, or JSON. You get the reviews Google Play loads for your region and language, not a complete historical archive.

Can I scrape Google Play top charts and category pages?

Yes. Open a category or top-chart page on Google Play and DataLens detects the list of apps, collecting name, developer, rating, and link for each one. The chart you get is the one Google Play serves for your region.

Does the Google Play scraper work when I'm signed in to Google?

Yes. DataLens runs inside your own Chrome session, so it reads Google Play exactly as you see it while signed in to your Google account. It does not use proxies or cloud servers to fetch the page.

Is the Google Play scraper free?

DataLens is free to install, and new accounts get 100 free points. Each scraped row costs 1 point, so your first 100 Google Play apps or reviews are free; detecting the list and previewing columns cost nothing.

Try it on your page

Open the page, click DataLens, download the table

Install the extension and open the page you need. DataLens finds the lists on it and proposes columns; check them, let it scroll or follow pagination, then download Excel, CSV or JSON. No code, no API key, no proxy.

Add to Chrome Using Microsoft Edge? Get it from Edge Add-ons

Free to install
100 free points when you sign in (1 point = 1 row)
Runs in your own browser — signed-in pages work
Export Excel, CSV or JSON

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