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Google Play Scraper for App Detail CSV

This Google Play scraper exports app detail pages into a structured CSV for app research, competitor tracking, and lightweight catalog checks. Import the workflow into the UScraper local desktop app, add Google Play detail URLs, and collect app name, rating, and app detail page URL without writing a crawler.

Output

CSV

Columns

3

Inputs

Multi-URL

Blocks

9

Template

Free

At a glance

Export Google Play app data from detail pages

Start from app detail URLs

Add URLs such as https://play.google.com/store/apps/details?id=... to the Navigate block and keep each exported row traceable to its source page.

Simple structured output

Export the app name, visible rating text, and app detail page URL into one CSV that analysts can open in Excel, Sheets, or a data-cleaning tool.

Loop through batches

The workflow uses multi-URL navigation and Loop Continue blocks so every configured app page is processed under the same export schema.

Local desktop execution

Your URL list and CSV stay in the desktop workflow unless you add your own upload, sync, or sharing step.

This template is best for a focused export Google Play apps task where you already know the app detail URLs to check. For discovery work, pair it with search or marketplace templates, then feed the selected detail URLs back into this scraper for consistent app-level records.

Who uses it

Use cases for Google Play app detail exports

ASO teams

Competitor snapshots

Favorable to scraping

Track app names, rating labels, and canonical Google Play URLs for approved competitor lists before release planning or keyword reviews.

Market researchers

App catalog checks

Favorable to scraping

Turn a shortlist of app IDs into a spreadsheet, then enrich it later with category, developer, installs, or review workflows as needed.

Agencies

Client reporting

Favorable to scraping

Keep a repeatable CSV export for client app portfolios and verify missing, removed, or redirected Google Play pages before reporting.

For related research, use the Google Play Reviews Scraper, Apple App Store Search Scraper, and Google Search Scraper. The full UScraper template library also includes search, marketplace, and review extractors for broader collection flows.


Automation flow

How the Google Play scraper works

The workflow sets a 1920 by 1080 browser window, then opens the Google Play app detail URLs stored in navigate.urls. Replace the bundled sample URLs with your approved app list.

How to use

Scrape Google Play app detail pages to CSV

1

Download and import

Download the hosted Google Play scraper JSON, import it into UScraper, and open the workflow canvas.

2

Add app URLs

Replace or extend the bundled Google Play detail URLs in the Navigate block. Keep one full app detail URL per input so the loop can process each page cleanly.

3

Keep the waits

Leave the page-load wait, short sleep, body check, and title check in place. They help avoid blank rows when Google Play responds slowly or a detail page is unavailable.

4

Confirm the output path

Structured Export writes google-play-scraper-cloud.csv with headers and append mode. Change the save folder before running client, market, or campaign batches.

5

Run and review

Start with a few URLs, open the CSV, and spot-check app names, ratings, and detail URLs against the browser before scaling the batch.

Output preview

What the Google Play CSV contains

google-play-scraper-cloud.csv
CSV - UTF-8 - Append

Column

Name_of_App

The visible h1 app title, with metadata title fallback when the heading is not readable.

Column

Rating

Rating text such as Rated 4.3 stars out of five stars when Google Play exposes it.

Column

App_Detail_Web_Page_URL

The final browser URL for the current app detail page.

Sample rows

2 of many

Name_of_AppRatingApp_Detail_Web_Page_URL
PUBG MOBILERated 4.2 stars out of five stars
Fandom for PUBGRated 4.1 stars out of five stars
Headers included - each configured Google Play detail URL appends rows under the same schema.
Name_of_AppRatingApp_Detail_Web_Page_URL
PUBG MOBILERated 4.2 stars out of five starshttps://play.google.com/store/apps/details?id=com.tencent.ig
Example Puzzle GameRated 4.6 stars out of five starshttps://play.google.com/store/apps/details?id=com.example.puzzle
Example Fitness TrackerRated 4.4 stars out of five starshttps://play.google.com/store/apps/details?id=com.example.fitness

Frequently asked questions

Google Play app pages may be public, but automated collection can still be limited by Google Play terms, robots directives, intellectual property rights, privacy rules, and local law. Use conservative pacing, avoid bypassing access controls, and get legal review before commercial use.

Before you run

Practical limits and maintenance notes

Avoid aggressive unattended runs. Google Play can slow responses, change regional output, or show access checks when browsing behavior looks unusual. Add longer waits if pages load inconsistently.

Get Started

Download and use this template instantly

$50Free

What's Included

  • Template JSON file ready to import
  • Pre-configured scraping nodes
  • Works with UScraper desktop app

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UScraper templates are open source. Improve this workflow or contribute a new one to help the community grow.

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Available on Windows 10+ and macOS 12+ · Need help? [email protected]