Amazon Review Scraper
Scrape public Amazon review data in minutes, including review text, ratings, review titles, dates, reviewer information, helpful votes, ASINs, product URLs, and product details. No coding required. No scraping infrastructure to maintain.
How to Scrape Amazon Reviews with CoreClaw
Create a Free CoreClaw Account
Sign up for a free account and choose the Amazon Review Scraper from the CoreClaw Store.
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Tell CoreClaw What You Need
Configure your task based on the Amazon review data you want to collect.
Run the Task
Click “Start” and CoreClaw will automatically begin collecting public Amazon review data.
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Download Your Results
Export the results in JSON or CSV format once the task is complete.
Available Amazon Scrapers
Amazon Product Scraper (Prices, Reviews & Listings)
coreclaw/amazon-global-product-scraper
Extract public product data from Amazon global marketplaces by keywords. Capture details such as product title, brand, price, discount, currency, review count, ASIN, sales, ranking, and more. Export the data, access it via API, or integrate it with third-party tools.
CoreClaw4.5
465
Amazon Product Scraping (for Price Monitoring)
odin-kael/amazon-product-scraper
Bulk scrape product details via Amazon product URL, including title, price, rating, review count, images, category and more. Supports Amazon domains across 10+ countries, with 2,000 free credits for new users.
Kael Odin5
48
Scrape Amazon Product Details by UPC (Price, Reviews & Sellers)
coreclaw/scrape-amazon-products
Extract public Amazon product data by product UPC, including product title, brand, price, reviews, ASIN, seller information, ranking, product details, and more. Export the data, access it via API, or integrate it with third-party tools.
CoreClaw4.6
34
Amazon Product Scraper (by ASIN )
coreclaw/amazon-product-data-scraper-api
Extract public Amazon product data by ASINs. Capture details such as product title, brand, price, reviews, seller information, ranking, images, category, product details, and more. Export the data, access it via API, or integrate it with third-party tools.
CoreClaw5
41
Scrape Amazon Bestsellers (for Market Trends)
coreclaw/scrape-amazon-product-data
Extract Amazon best sellers product data by Best Sellers page URLs. Capture details such as product title, brand, price, reviews, ASIN, ranking, images, seller information, and more. Export the data, access it via API, or integrate it with third-party tools.
CoreClaw5
31
Amazon Search Scraper
odin-kael/amazon-search-product-scraper
Batch search Amazon products by keyword and extract comprehensive data, including ASIN, title, price, rating, reviews, Prime status, brand badges, and more. Supports multiple Amazon marketplaces. No coding required. Export to CSV/JSON with one click.
Kael Odin5
15
Extract Any Public Data Field from Amazon Reviews
Review title
Rating
Review date
Reviewer name
Reviewer profile URL
Product name
Product URL
ASIN
Review ID
Review image URLs
Product category
Amazon Review Scraper Pricing
Package
Unit price
Discount
Operation
Free
$1.5/1,000 Results
0%
Current plan
Note: Pricing varies by Worker. Please refer to the specific Worker's detail page for exact rates. The table shows pricing for the current Worker only.
What Teams Can Do with the Amazon Review Scraper
Customer Feedback Analysis
Understand what customers say about products and turn public Amazon reviews into structured feedback your team can analyze.
Sentiment Research
Export review text and ratings for sentiment analysis, keyword research, topic clustering, and internal reporting.
Competitor Monitoring
Track competitor product reviews to find repeated complaints, feature requests, quality issues, and customer expectations.
Product Research
Use review data to identify what buyers like, what they dislike, and what product details affect purchase decisions.
Campaign Tracking
Monitor reviews after product launches, promotions, or listing changes to understand how customers respond over time.
Why Choose CoreClaw for Amazon Review Scraping
Real Time Review Data
Collect the latest publicly available Amazon review data when your task runs.
Structured Output
Export clean JSON or CSV files that are easier to filter, analyze, and reuse.
Pay Only for Successful Results
Avoid wasting budget on failed collection attempts. Pay for the Amazon reviews that are successfully returned.
No Code Workflow
Start scraping Amazon reviews without writing scripts, handling proxies, or maintaining scraping infrastructure.
Built for Review Analysis
Use review data to study sentiment, product feedback, competitor weaknesses, customer needs, and market signals.
Reduce Manual Work
Stop copying reviews one by one. Turn public Amazon review collection into a repeatable workflow.
CoreClaw Enterprise Services
Our expert team helps you design, implement and maintain custom data collection workflows — from initial setup to large-scale solutions, with 99.9% SLA uptime guarantee.
Large-scale data collection
- millions of records per month, 99.9% SLA uptime
- Custom scrapers for any website — built and maintained by our engineers
- Under 2-hour response time — plus a dedicated account manager
"We used to spend hours manually copying contacts from Google Maps. Now it takes 5 minutes. Collecting contact information has been reduced from hours to minutes, saving our team 10+ hours weekly and powering our cold outreach. "
Olivia CarterSales Director · B2B Marketing Agency
"Finally a price tracking tool that actually works. We monitor ~500 SKUs on Amazon. The pay-per-result model is a game-changer for our budget — failed requests are completely free, zero risk."
Marcus LinE-commerce Lead · Retail Brand
"I'm not a developer and setting up scrapers used to be a headache. CoreClaw's Workers are essentially plug-and-play. CSV export fits perfectly into my data workflow and scheduled runs made everything fully automated. "
James KowalskiMarket Analyst · Research Agency
