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Amazon extraction / 2026

How to scrape data from Amazon in 2026

Amazon product and search pages contain useful facts alongside navigation, recommendations, account controls, and personalized storefront content. Focused extraction keeps the public product details or search result cards and removes most of that surrounding noise.

Quick answer

Use the public page URL you already have.

Send the ordinary public Amazon URL to extractor.sh. Choose JSON for stable fields or Markdown when an AI model will read the result directly. The API uses GET, so an identical successful request can be served from Cloudflare’s edge cache.

curl --get 'https://extractor.sh/api/extract' \
  --data-urlencode 'url=https://www.amazon.de/echo-dot-2022/dp/B09B8X9RGM' \
  --data-urlencode 'format=json'

Available data

What you can extract

  • Product titles and canonical URLs
  • Public price, rating, availability, and image when present
  • Up to 20 normalized items from one search page
  • Product descriptions and visible specifications on exact product pages

AI workflows

Where normalized data helps

  • Product research assistants
  • RAG indexes for public catalogs
  • Catalog normalization and enrichment
  • LLM-ready competitive research

AI-ready output

Markdown for models. JSON for systems.

Raw HTML consumes tokens on navigation, scripts, styling, and interface labels. Clean Markdown keeps the readable hierarchy for LLM prompts and RAG chunks. Normalized JSON is better when your application needs an explicit semantic type, source, author, publication date, media, attributes, and collection items.

Always retain the canonical URL from the response. AI-generated summaries should remain traceable to the public source, especially when the underlying page can change.

Boundaries

Public data only

  • Exact product pages and search URLs containing a query receive specialized extraction.
  • Search feeds are capped at 20 products; category browsing, pagination, carts, accounts, reviews, and personalized offers are unavailable.
  • Prices and availability can change and may be cached for up to one hour.

extractor.sh does not bypass CAPTCHAs, login walls, paywalls, access controls, or regional restrictions. Review the source’s terms and applicable law before collecting or reusing data.