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Analyze a Play Console Reviews Export

Upload the reviews CSV from Play Console and get AI labels for crashes, billing, pricing, feature requests and churn, with trends by app version.

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App Review AI Analyzer: Your App Store & Play Reviews
App Review AI Analyzer: Your App Store & Play Reviewsreliable_tools/app-review-scraper
ItemType
Store
AppName
Country
+8 fields
Text
Number
Boolean
List
Object

Input

Or: reviews as JSON
date:2026-10-02+1
rating:1+1
text:Example review: the app crashes on login since the update.+1
version:3.2.0+1
country:us+1

Output fields

ItemType
Store
AppName
Country
Rating
Title
Text
Date
Version
Labels
Severity
SeverityLevel

How it works

Sign up on Apify or log in

The App Review AI Analyzer: Your App Store & Play Reviews Actor is ready to run with the inputs already set for "Analyze a Play Console Reviews Export". Sign up or log in and you'll land in Apify Console with a copy of this exact task.

Start the "Analyze a Play Console Reviews Export" task

The App Review AI Analyzer: Your App Store & Play Reviews Actor will start running based on the input automatically. You can also change all the input fields, like or: reviews as json, to match your specific use case.

Receive the "Analyze a Play Console Reviews Export" output

Monitor the progress in real time. You will be notified as soon as your dataset is complete and ready for review. Each result includes data such as itemtype, store, appname, and more.

Integrate into your workflow

The final output is delivered in JSON, CSV, or Excel format, ready to be plugged into your workflow. You can also run the "Analyze a Play Console Reviews Export" task via API.

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Integrate "Analyze a Play Console Reviews Export" into your workflow

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