Amazon Reviews & Customer Sentiment Scraper (2026)

Amazon Reviews Scraper: Extract reviews, ratings & images with AI sentiment analysis. Identify "Happy" or "Angry" customers and detect emotions (enthusiasm, frustration). Perfect for market research, SEO & e-reputation. Fast, reliable, and GDPR compliant.

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.

Goodreads Review Scraper: Rating Distribution & Book Analytics

api-empire/goodreads-review-scraper

Goodreads Review Scraper: Extract book reviews, ratings, reviewer details, review dates, and book metadata. Analyze rating distributions, reader sentiment, review trends, and book performance to support publishing research, content analysis, and market intelligence.

Amazon Review Details Scraper

axesso_data/amazon-review-details-scraper

This actor retrieves detailed information for a specific Amazon product review by its review ID, including review text, rating, title, user details, and verification status. It provides real-time, structured data directly from Amazon marketplaces for in-depth review analysis.

📦 Amazon Scraper Pro - Products, Reviews, Prices & Search

nourishing_courier/amazon-scraper-pro

Scrape Amazon products, reviews, prices, and search at scale. Extract titles, ASINs, prices, ratings, review text, images, sellers, and Best Seller ranks. Monitor competitors and track prices. No API key. Proxy rotation built in. Export to JSON, CSV, or Excel.

Amazon Reviews Scraper & Extractor

webdatalabs/amazon-reviews-scraper

Extract Amazon customer reviews for sentiment analysis and competitor research. Returns the reviews Amazon publishes on each product page - typically 8-13 per ASIN - with full text, star rating, Verified Purchase badge, author, date and helpful votes. 25 marketplaces. JSON/CSV for n8n, Zapier, Make.

Amazon Brazil Scraper — Anti-Block: Products & Prices

viralanalyzer/amazon-brazil-intelligence

Extract Amazon Brazil data: products, prices, reviews, BSR rankings, seller info.

Amazon Reviews Scraper — Reviews, Ratings & Prices

rastriq/amazon-reviews-scraper

Extract Amazon reviews, ratings, and product data from 14 marketplaces. Up to 500+ reviews per product. Price monitoring with alerts. No API key needed. Free trial included.

Amazon Reviews Scraper — Review Text, Ratings & ASIN Data

jaybird/amazon-reviews-scraper

Scrape Amazon product reviews into clean JSON: review text, title, star rating, date, verified-purchase flag, helpful votes, variant, and author — plus a per-ASIN ratings histogram. Look up by ASIN, product URL, or keyword search. Pay per review.

Amazon ASIN Reviews Scraper — Full Review Set (Not Just Top 10)

hypnotic_freedom/amazon-reviews-scraper

Up to 200 structured reviews per ASIN — 100 most recent + 100 most helpful. Most Amazon review scrapers return only the 10 visible reviews. Across 12 marketplaces (US, UK, DE, FR, IT, ES, NL, SE, PL, TR, IN, CA), ready for sentiment, competitor, brand analysis. Cached re-reads are free.