ASO & growth analysts
Release health
Favorable to scraping
Track star mix and verbatim complaints per build by collecting Google Play reviews into a workbook your BI stack already trusts—no extra data-processing agreement for a third-party actor.
Reviews & ratings$50Free
Google Play Reviews Scraper for CSV Export
A simple Google Play reviews scraper that turns any app listing into a tidy spreadsheet. Paste the Play Store URL, hit run, and watch reviewer name, star rating, date, and full review text land in a CSV on your own machine. Built for ASO leads, CX teams, and agency researchers who want to scrape Google Play reviews and export Google Play reviews without code, without a developer account, and without renting a cloud scraper.
You get
CSV file
Columns
5
Pagination
Automatic
Runs on
Your PC
Cost
Free · No API key
What it does
A quiet workhorse for Play Store reviews exports
Turns an app listing into a spreadsheet
Paste the Play Store URL for the app you’re tracking, walk away, and come back to a CSV with reviewer, stars, date, and verbatim text—an app listing reviews CSV without the marketplace billing.
Loads every visible review automatically
The template opens the “See all reviews” dialog and keeps scrolling on its own, so long review streams end up in one file without you babysitting the browser. Collect Google Play reviews in one unattended pass.
Stays entirely on your computer
No cloud broker, no proxy fleet, no Play Console linkage. The browser session runs locally and the CSV lands in a folder you choose—an honest offline Play Store scraper for governed desktops.
Costs nothing per review
Unlike per-row marketplace actors or quota-billed APIs, this template is a free import and the no subscription Google Play scraper path charges you nothing for the rows you collect.
Problems it solves
Why teams reach for this instead of doing it by hand
The problem
Copy-pasting Play Store reviews into spreadsheets eats hours and still leaves messy rows.
What you do instead
One run produces a clean CSV with consistent headers.
Reviewer, star rating, date chip, and review text land in fixed columns—no more reformatting before you can sort, filter, or chart sentiment by build.
The problem
Hosted Play scrapers bill per row and route every app through a vendor you can’t audit.
What you do instead
Everything happens on your own browser session—no per-row charges, no third-party in the loop.
Ideal when procurement or security pushes back on cloud actors and no-subscription scraping is the wedge.
The problem
Most Play Store data tools want a developer account, OAuth, or Play Console linkage.
What you do instead
Import the template, paste the listing URL, click run.
No coding, no Play Developer API enrollment, no key to manage—the desktop Google Play reviews tool path UScraper is built for.
Who uses it
Built for people who live in spreadsheets, not scripts
CX & QA leads
Incident triage
Nuanced outcome
Pull dated snippets alongside internal tickets when regressions spike. Pair the Play Store reviews scraper output with Trustpilot review CSV flows for multi-channel reputation reads.
Agency researchers
Pitch support
Favorable to scraping
Deliver diligence folders showing how a prospect’s app fares on Android before layering SERP context from the Google SERP scraper or privacy-first discovery from the DuckDuckGo scraper.
What you get
The shape of the spreadsheet you end up with
playstore-reviews.csvColumn
ID
A stable identifier for the review when Play publishes one.
Column
USER
The reviewer’s display name as shown on the listing.
Column
RATING
The star score the reviewer gave (1–5).
Column
DATE
The relative or absolute date label shown beside the review.
Column
REVIEW
The full review body as the user wrote it.
Sample rows
3 of many
| ID | USER | RATING | DATE | REVIEW |
|---|---|---|---|---|
| ab12cd34 | Samira K | 5 | Mar 12, 2025 | Onboarding walkthrough finally matches the marketing video—support answered a billing question in under an hour. |
| ef56gh78 | Luis R | 2 | Feb 02, 2025 | Crashes when switching dark mode during checkout; lost cart twice on Pixel 7. |
| ij90kl12 | Mei T | 4 | Jan 18, 2025 | Great offline maps, but offline sync labels are confusing for non-tech family members. |
Headers written once · additional pages append underneath · open in Excel, Sheets, or any BI tool
UScraper vs typical cloud Play Store scrapers
This UScraper template
LocalHosted Play actors / Play Developer API
CloudWhere it runs
Your desktop
Same browser session you’d use yourself.
Vendor servers or Google OAuth projects
You see results, not the runtime.
Where the data lands
A CSV file in the folder you choose
Open it, move it, archive it—your call.
Vendor UI, API download, or Play Console
Often gated by accounts and quotas.
Privacy posture
Nothing leaves your machine
No third-party sees which apps you’re tracking.
App IDs and review text cross vendor boundaries
Even when the page itself is public.
Cost shape
One desktop license, unlimited runs
Free template import.
Pay per row, per request, or per quota tier
Recurring credits or subscriptions.
Get started
From download to first CSV in four moves
Run your first Play Store reviews export in under five minutes
- 1
Download the template
Use the Download Free button on this page to grab the template file.
- 2
Import & set your Play Store URL
Open UScraper, import the template, and paste the
https://play.google.com/store/apps/details?id=…URL for the app you want to track. - 3
Hit run and walk away
The template opens the full reviews dialog and keeps loading more on its own—rows append until no fresh review cards remain.
- 4
Open the CSV
Find
playstore-reviews.csvin your save folder and open it in Sheets, Excel, or your favourite BI tool.
Pair this with sibling automations—try the Trustpilot CSV exporter when you graduate from app stores to storefront sentiment, the IMDb reviews export if you cover entertainment apps, or the DuckDuckGo scraper for privacy-first discovery alongside Android research.
Frequently asked questions
Public review text can still be restricted by Google Play Terms of Service, rate policies, or regional privacy law—especially if you bypass protections, overload infrastructure, resell data, or train models on identifiable excerpts without a lawful basis. This template automates what a careful user could read manually; it is not a substitute for legal review before redistribution or commercial reuse. Running locally does not remove those obligations.
Things to know before you scale
Limitations worth keeping in mind
Layout changes
Exports may pause when Google redesigns the reviews dialog
The Play Store refreshes its layout from time to time. When that happens, the template may need a quick update—watch for blank cells as the first sign and check back here for refreshed versions. Reference Google’s consumer help on viewing ratings and reviews if expectations need a reset.
Pacing
Be polite with how often you run it
Tight scroll loops or reopening the reviews sheet over and over can trip throttling, even on a public page. Keep one desktop profile per job, avoid aggressive parallel tabs, and back off when batches start shrinking.
Policy
Read Google’s terms before commercial use
Reviews may include names, locations, or personal anecdotes. Skim the Play Store terms and your local privacy rules (GDPR, CPRA-style duties) before redistributing scraped excerpts, training models, or using quotes in ads.
Browse more workflows in the UScraper template library, install the desktop client from uscraper.io/download, and use this template whenever you need a reproducible download Play Store reviews routine—without rebuilding a spreadsheet by hand.
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
Open-source templates
UScraper templates are open source. Improve this workflow or contribute a new one to help the community grow.
Contribute on GitHubBrowse more templates in the library
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