Pain Miner

Mine public reviews from Amazon, Trustpilot, and Google Play to score product pain points fast with keyword heuristics.

App Review Pain Miner - AI Product Intelligence from Reviews

george.the.developer/app-review-pain-miner

Mine app store reviews to uncover user pain points, feature requests, and sentiment. AI-powered product intelligence from real customer feedback.

Mine low-star public App Store reviews into scored product pain points and grouped app opportunity ideas.

Mine low-star public Google Play reviews into scored product pain points and grouped app opportunity ideas.

Review Pain Miner API

webdata_labs/review-pain-miner-api

[💵 $5.00 / 1K] Turn product reviews into ranked pain themes, severity, trend signals, evidence, and recommended actions.

GitHub Issues Scraper for Product Pain Points

happyfhantum/github-issue-pain-signal-finder

Find recurring complaints and product pain points in public GitHub issues.

Mine Reddit pain points using public Reddit endpoints when available, with PullPush archive fallback for post-level data when Reddit blocks cloud traffic.

Mine public review/testimonial pages for repeated complaint themes and negative pain points.

Google Maps Reviews Scraper & Pain Point Analyzer

egeusta/google-maps-review-pain-point-miner

Scrape Google Maps reviews and identify recurring complaints, sentiment, customer pain points and actionable business opportunities.