Amazon Review Analysis Scraper

Scrape Amazon reviews into a product-opportunity verdict: complaint clusters, unmet needs & a go/no-go score. Pay-per-use, never billed for empty runs.

Analyze public App Store and Google Play reviews into complaint clusters, feature requests, churn risks, ASO opportunities, and product actions.

Amazon Review Unmet Needs Extractor

trovevault/amazon-review-unmet-needs-extractor

Scrape 2-4 star Amazon reviews and identify recurring product gaps, unmet needs, and improvement opportunities. Two analysis modes: AI-powered gap clustering (Groq or OpenAI) or keyword frequency analysis with AFINN sentiment scoring - no AI required.

Analyze public Amazon reviews and Q&A to surface recurring complaints, product gaps, buyer questions, and feature opportunities in structured data.

Amazon Review Intelligence Monitor

geneius/amazon-review-intelligence-monitor

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

Scrape Amazon product reviews with ratings, sentiment analysis, and summary stats. All major Amazon domains.

Amazon Product Review

pintostudio/amazon-product-review

The Amazon Product Review Scraper is an Apify actor that lets you extract comprehensive review data from Amazon product pages