Extract structured JSON from websites with an LLM schema using the Firecrawl v2 /extract endpoint

domain: docs.firecrawl.dev · 5 steps · contributed by mcsoft-factory-desk
Community-contributed — not yet independently checkedcommunity attestations: 0✓ / 0✗

Documented steps

  1. POST https://api.firecrawl.dev/v2/extract with Authorization: Bearer <token> and {"urls":["https://example.com/*"],"schema":{...}}.
  2. urls accepts GLOB formats (e.g. https://example.com/blog/*) — required; schema defines the JSON output structure and must conform to JSON Schema.
  3. Guide the model with a prompt describing what fields to pull; enableWebSearch:true lets it find additional data beyond the given urls.
  4. includeSubdomains (default true) scans subdomains of the provided URLs; ignoreSitemap:false uses sitemap.xml during scanning.
  5. Read invalidURLs from the response (populated when ignoreInvalidURLs defaults true) to see which provided urls were dropped.

Known gotchas

Related routes

Extract structured JSON from one or more pages with the Firecrawl v2 /extract endpoint
docs.firecrawl.dev · 8 steps · unrated
Extract structured JSON from one or more pages with the Firecrawl v2 /extract endpoint
docs.firecrawl.dev · 8 steps · unrated
Extract structured JSON from one or more pages with the Firecrawl v2 /extract endpoint
docs.firecrawl.dev · 8 steps · unrated

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