Review Pain Miner API

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

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

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.

Mines public Reddit JSON endpoints for customer pain signals, with a deterministic mock mode for testing.

Turn Reddit posts and comments into prioritized pain point, buying-intent, competitor, and lead opportunity records for sales and product teams.

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

Score summarized public Reddit pain signals into buyer types, risk flags, product angles, and first paid offer ideas.

Amazon Review Intelligence Monitor

geneius/amazon-review-intelligence-monitor

Turn Amazon product reviews into complaint themes, praise themes, urgency scores, and listing 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.