Amazon review scraper

AI-Powered Web Scraping

Amazon review scraper

Extract Amazon review text, star ratings, reviewer names, and more in 2 clicks — no coding needed. Export directly to Google Sheets, Excel, or Notion and turn raw customer feedback into actionable insights instantly.

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Users Worldwide200K+

Unlock insights from Amazon reviews

Extract Amazon reviews at scale with auto-adapting AI scraping.

Adapts to Amazon's layout changes

Tired of scrapers breaking every time Amazon tweaks its layout? Thunderbit understands the meaning of page content, not just fixed selectors. So when Amazon shifts elements around, Thunderbit keeps extracting review text, star ratings, and other key fields without missing a beat.

Scrape every Amazon review subpage

Don't stop at the snippets on the main review page. Thunderbit automatically visits each reviewer's profile subpage to pull in additional context. Get a more complete picture with review dates, reviewer names, and helpfulness votes — all combined into one clean dataset.

Extract Amazon reviews in bulk

Manually collecting Amazon reviews is slow and tedious. With Thunderbit, you can supply a list of hundreds of product URLs and it will automatically pull every review from each page — capturing titles, full review text, and more — all at scale.

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Why is Thunderbit different from traditional Amazon review scrapers?

Effortlessly extract Amazon review data with AI, even when things change.

Traditional scrapers

The old way of doing things

Amazon's website structure frequently changes, breaking CSS selectors and requiring constant maintenance.

Product review pages use complex layouts, making it difficult to pinpoint the exact data you need.

Pagination across multiple review pages often requires manual configuration and can easily fail.

Amazon sometimes loads reviews dynamically, meaning standard scrapers miss content that is hidden on initial load.

Review formats vary significantly, leading to inconsistent data and requiring extensive manual cleaning.

The AI Advantage

Thunderbit AI

The smarter approach

Thunderbit's semantic AI understands page content, adapting automatically when Amazon's layout shifts.

Our 2-click scraping lets you point and click; the AI identifies the review fields with no selectors needed.

Auto-pagination intelligently navigates and scrapes across all review pages without any extra setup.

Thunderbit captures dynamically loaded content, ensuring you collect all available review data.

Automatic data structuring formats your extracted reviews cleanly, saving you time on manual cleanup.

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Frequently asked questions

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