AI-Powered Web Scraping

Amazon Review Scraper

Collect visible Amazon review text, star ratings, dates, reviewer names, helpful votes, variations, and product details with One Click Extract. Customize the fields in plain English and export the reviews without code.

Need more ways to scrape at scale?

A quick playground: Try it yourself.

Collect the review behind the rating

Follow review fields when Amazon moves them, open the accessible review views, and combine feedback from multiple products.

Find review fields when Amazon moves them

Review text, ratings, dates, badges, and helpful votes do not always stay in the same position. Thunderbit identifies those fields by meaning instead of relying only on one fixed selector layout.

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Open the review views that hold the details

Thunderbit can work through accessible Amazon review views and linked pages to collect the visible text, rating, date, reviewer, variation, helpful votes, and product context needed for the export.

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Build one review table from many products

Supply the Amazon product or review URLs you want to study. Thunderbit can process the accessible pages and combine the requested visible review fields into one structured table.

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Review collection should not stop at the first visible page

Traditional review scrapers depend on selectors. Thunderbit follows visible feedback across accessible pages.

A scraper tied to one review layout

More pages mean more maintenance
Moved review elements break fixed selectors
Pagination needs page-specific rules
Multiple products require repeated configuration
Review context is easy to drop
AI-Powered Scraping

Review rows collected by Thunderbit

Visible feedback stays organized
AI recognizes review fields by meaning
Accessible review pages can be processed together
Product and variation context remains attached
The result is ready to export

What data can you extract with an Amazon review scraper?

Choose from 30 fields covering review text, ratings, dates, reviewers, variations, helpful votes, media, and product details.

  • Product title
  • ASIN
  • Product URL
  • Brand or store name
  • Primary product image URL
  • Current product price
  • Overall star rating
  • Global rating count
  • Five-star share
  • Four-star share
  • Three-star share
  • Two-star share
  • One-star share
  • Customer-say summary
  • Review topic or aspect
  • Aspect mention count
  • Positive aspect count
  • Negative aspect count
  • Reviewer display name
  • Review star rating
  • Review title
  • Full review text
  • Review date
  • Review country or marketplace
  • Verified Purchase label
  • Vine review label
  • Variation name
  • Variation value
  • Helpful vote count
  • Review source URL

What people say after trying Thunderbit

Hear directly from users about the browser work they simplified and the data workflows they were able to move forward.

Questions that come up when collecting Amazon reviews

Review visibility, pagination, variations, marketplace settings, and Amazon's own summaries can all affect the resulting table.

Connect customer feedback with the product behind it

Pair review collection with Amazon product or ASIN data when the analysis needs specifications, offers, or identifiers too.

No-Code Amazon Scraper for Products, Prices, and Reviews

No-Code Amazon Scraper for Products, Prices, and Reviews

Collect visible Amazon product names, ASINs, prices, sellers, availability, ratings, reviews, images, and more with One Click Extract. Thunderbit recommends the fields, follows linked pages when needed, and exports the results without code.

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Amazon Product Scraper for Prices, Specs, and Variants

Amazon Product Scraper for Prices, Specs, and Variants

Build a useful Amazon product table from details scattered across the page: identifiers, specifications, images, sellers, variants, ratings, and availability. There is no need to map each layout first.

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Amazon Price Scraper

Amazon Price Scraper

Track the Amazon prices a shopper can actually act on: the current offer, discount, seller, availability, and variation. Extract the page now, or schedule another check for later.

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Amazon ASIN Scraper

Amazon ASIN Scraper

Create an Amazon identifier list from the products you are researching. Capture ASINs, parent ASINs, titles, product URLs, brands, and visible variant relationships without opening each listing by hand.

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HKTVmall Scraper

HKTVmall Scraper

Extract product names, prices, ratings, and more from HKTVmall listings in 2 clicks — no coding required. Export directly to Excel, Google Sheets, or Notion and turn HKTVmall data into actionable insights.

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BestPrice GR Scraper

BestPrice GR Scraper

Thunderbit's AI-powered BestPrice GR Scraper enables you to extract product listings, prices, and detailed information from BestPrice.gr in just a few clicks. Perfect for sales, marketing, and e-commerce teams looking to gather structured data quickly and efficiently.

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