Amazon Review Analyzer & Product Opportunity Finder

AI Product Opportunity Finder

piotrv1001/ai-product-opportunity-finder

The AI Product Opportunity Finder scrapes real customer reviews from Amazon product pages and uses AI to surface top strengths, repeated complaints, unmet needs, listing improvements, marketing angles, and cross-product comparisons — ideal for Amazon sellers, brands, and product researchers.

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.

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

Score imported Amazon/product-research rows into opportunity bands, gap types, risk flags, missing evidence, and sourcing next actions. Use it after an Amazon scraper, Seller Central export, research-tool CSV, spreadsheet, or manual research.

Scrape Amazon products by search term: title, price, list price, rating, review count, ASIN, image, brand and Prime status. For price monitoring, competitor research and product sourcing. No API key, no proxy setup. Pay per product; empty runs free.

Amazon product scraper

unlimitedleadtestinbox/amazon-product-scraper

Use this Amazon scraper to collect data based on Amazon product URL from Amazon website. Extract product information including title, rating, prices, descriptions, and ASIN.

Amazon product analytics: pricing, reviews, BSR rankings, competitor analysis, and market opportunity detection.