Play Store Reviews Scraper
Collect Play Store review fields from one or more app detail URLs and write them to a CSV on disk. Suited to developers, marketers, and app owners who want structured feedback without maintaining a custom headless pipeline.
How to use
Set up the workflow in five steps
Import the template
In UScrapper, use File → Import Template and load this template’s JSON (template library).
Add Play URLs
In Navigate to URL, enter a Google Play app URL (for example https://play.google.com/store/apps/details?id=com.example.app) or a list of URLs, one per line.
Set export path
In the structured export block, set the output directory for the CSV.
Run
Click Run and wait for completion.
Open the CSV
Open the file locally—all scraped reviews appear with the columns below.
Output preview
Example CSV structure
| ID | USER | RATING | DATE | REVIEW |
|---|---|---|---|---|
| gp:AOqpTOEabc123 | John Doe | 5 | 2 days ago | Great app—smooth UI and reliable. |
| gp:AOqpTOFdef456 | Jane Smith | 2 | 1 week ago | Crashes on my device; hoping for fixes. |
| gp:AOqpTOGghi789 | Alex Johnson | 4 | 1 month ago | Solid update—easier workflows. |
Before you run
Notes and limitations
If runs become flaky, increase delays and reduce how many listings you scrape per session.
Get Started
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What's Included
- Template JSON file ready to import
- Pre-configured scraping nodes
- Works with UScraper desktop app
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