Mine One-Star App Review Pain Points
Created by
WebData Labs
Turn low-rated mobile app reviews into ranked pain themes, severity, evidence excerpts, and recommended product actions.
Review Pain Miner APIwebdata_labs/review-pain-miner-api
Type
Pain theme
Severity
Severity score
+6 fieldsTextNumberBooleanListObject
Input
Reviews
id:app-1+5
text:The app crashes every time I upload a photo.+5
rating:1+5
date:2026-06-01+5
version:4.1+5
Product name:Example Mobile App
Minimum mentions per theme:2
Compare earlier vs later reviews:true
Output fields
Type
Pain theme
Severity
Severity score
Mentions
Share %
Trend
Confidence
Recommended action
Evidence
Sign up on Apify01
Create your Apify account to access the Review Pain Miner API.
Start the run02
The Actor will start running based on the input automatically.
Receive the output03
Monitor the progress in real-time. You will be notified as soon as your dataset is complete and ready for review.
Integrate into your workflow04
The final output is delivered in JSON, CSV, or Excel format, ready to be plugged into your workflow.
