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Extract public Amazon product review data by URL. Capture details such as review content, rating, review date, reviewer information, verified purchase status, and more. Export the data, access it via API, or integrate it with third-party tools.
Extract structured review data from Amazon products by simply providing a URL. Input a product link and automatically gather reviews, ratings, reviewer information, and verified purchase status. Get complete customer feedback data—no coding required.
CoreClaw helps you track review trends, identify customer pain points, analyze feedback at scale, uncover product improvement opportunities, monitor brand reputation, and make data-driven decisions right away.
Need: Monitor customer feedback, identify product improvement opportunities, track competitor reviews
Need: Analyze customer sentiment, uncover pain points, prioritize product development
Need: Collect review data for competitive analysis, market trends, and consumer behavior research
Need: Monitor brand reputation, track product sentiment, proactively identify PR issues
Need: Extract review data for sentiment analysis, NLP training, and business intelligence
| Data Category | Fields Included |
|---|---|
| Review Content | Review title, review text, review date, reviewer name, reviewer location |
| Review Ratings | Star rating (1-5), helpful votes, unhelpful votes |
| Reviewer Information | Verified purchase status, reviewer rank, customer profile link |
| Product Information | Product ASIN, product title, product URL, average rating |
| Review Images | Review images (if available), image URLs |
| Product Variants | Color/size variant reviewed, variant ASIN |
Create your CoreClaw account. No credit card required. Get 2,000 reviews free, right away.
Launch the Amazon Review Scraper from your dashboard. No setup or configuration needed.
Input an Amazon product URL or ASIN. Optional filters: star rating, number of reviews, sort order.
Click "Start" and let our servers extract the reviews. Download results in JSON, CSV, or Excel format within minutes.
How many reviews can I extract from a single product? You can extract all publicly available reviews on a product. Most products have 100-5,000+ reviews available.
Is scraping Amazon reviews legal? Extracting publicly available review data is generally permissible. Please review Amazon's Terms of Service and local regulations for your specific use case.
How often are reviews updated? Reviews are extracted from Amazon in real time, so you always receive the latest available reviews.
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