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WooCommerce extraction / 2026

How to scrape data from WooCommerce in 2026

WooCommerce stores can look completely different while describing the same product concepts. Normalized product entities and catalog feeds remove theme-specific presentation from product discovery, comparison, and AI ingestion.

Quick answer

Use the public page URL you already have.

Send the ordinary public WooCommerce 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://muista.eu/shop/rugs/sunrise-rug/' \
  --data-urlencode 'format=json'

Available data

What you can extract

  • Public product titles, descriptions, images, and canonical URLs
  • Integer minor-unit prices and display prices
  • Variants, stock state, categories, and attributes when available
  • Up to 50 normalized products from supported shop, search, and category pages

AI workflows

Where normalized data helps

  • Commerce assistants and product search
  • Catalog enrichment and normalization
  • Competitive assortment research
  • Product-data RAG pipelines

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

  • Only public storefront data is available.
  • Customer, cart, checkout, order, and administrative data is never included.
  • Catalog feeds are capped at 50 products and stores can restrict public product data.

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.