Amazon Product Opportunity Gap Scorer

Amazon Global Market Intelligence Scout

devil_port369-owner/amazon

AI-powered Amazon market research with Lingo.dev cultural intelligence. Analyze any product for 14+ global markets with localized insights, profitability calculations, and competition analysis

Product Opportunity Analyzer

muhdarifx/product-opportunity-analyzer

Analyzes product opportunities by combining Amazon product data, Reddit discussions, and Google Trends with Claude AI analysis.

Amazon MCP tool with Opportunity Scoring. Search products, detect low-competition niches, analyze ASINs, and estimate FBA profitability. Every result includes a 0-100 Opportunity Score — unlike raw scrapers, agents know instantly what's worth pursuing.

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.

aurify

orexia/aurify

Product validation system: scrapes 17+ platforms, analyzes with PIMGE framework, delivers GO/KILL/WAIT decisions. Helps entrepreneurs validate ideas before investing. Demo uses mock data. Production at orexia.xyz. Built for Apify Competition.

Amazon Price Monitor

gedli/amazon-intelligence-actor

Monitor Amazon products with AI-powered insights. Track prices, ratings, Buy Box changes, and product opportunities. Export clean data to JSON, CSV, JSONL, or SQLite for automation, research, and price monitoring.

Keyword Opportunity Finder

trovevault/keyword-opportunity-finder

Find high-potential product and content opportunities from real Google search questions. The Keyword Opportunity Finder scrapes People Also Ask questions for any keyword, measures keyword difficulty via search counts, checks the Apify Store for existing actor coverage, and scores each question.

Amazon Product Scraper - BSR, Buybox & Review Monitor

ryanclinton/amazon-product-scraper

Scrapes Amazon products, reviews, and sellers. Returns a ranked incident queue: buybox changes, BSR trajectory, defect emergence from review themes, comp-set position. Monitor up to 1,000 ASINs. Drop-in junglee/Amazon-crawler replacement.

Reddit Product Research Scraper

sentry/reddit-product-research-scraper

Reddit product research for Amazon sellers and e-commerce brands. Classifies every mention as complaint, feature request, praise, or question — counts + top examples per keyword. Turn Reddit's unfiltered opinions into your product roadmap.

Shopify Competitor Product Intelligence

lofomachines/shopify-competitor-product-intelligence

Extract Shopify competitor product catalogs, prices, discounts, availability, variants, images, tags, SEO signals, and opportunity scores without requiring user login. WEBSITE MUST USE SHOPIFY.

Google Shopping Scraper — Product Prices & Merchants

automation-lab/google-shopping-scraper

Compare product prices across merchants on Google Shopping: titles, prices, numeric price, merchants, ratings, delivery info, product URLs, country/language targeting, and exports.