Firecrawl Discovery and Structured Extraction

Overview

Discover first, select deliberately, and retrieve only the sources required for the outcome. Separate URL discovery from content acquisition and validate all model-produced JSON.

Prerequisites

• The target repository or integration path and the requested operator outcome.
• The source authorization, data classification, and environment policy.
• Current Firecrawl documentation, credentials only when needed, and an owner for approvals.

Current Contract

Use map for site URLs, search for web discovery, batchScrape or startBatchScrape for known URL sets, and parse for local/non-public file bytes. In v2, structured extraction is a json format object with prompt and optional JSON Schema; the legacy extract format name is not the current scrape contract.

Authentication