firecrawl-core-workflow-b

name	firecrawl-core-workflow-b
description	Execute Firecrawl secondary workflow: LLM extraction, batch scraping, and site mapping. Use when extracting structured data from pages, batch scraping known URLs, or discovering site structure with the map endpoint. Trigger with phrases like "firecrawl extract", "firecrawl batch scrape", "firecrawl map site", "firecrawl structured data", "firecrawl JSON extract".
allowed-tools	Read, Write, Edit, Bash(npm:*), Grep
version	1.11.0
license	MIT
author	Jeremy Longshore <[e-mail]>
tags	["saas","firecrawl","workflow"]
compatibility	Designed for Claude Code, also compatible with Codex and OpenClaw

Firecrawl Core Workflow B — Extract, Batch & Map

Overview

Secondary workflow complementing the scrape/crawl workflow. Covers LLM-powered structured data extraction with JSON schemas, batch scraping multiple known URLs, and rapid site map discovery. Use this when you need typed data rather than raw markdown.

Prerequisites

• @mendable/firecrawl-js installed
• FIRECRAWL_API_KEY environment variable set
• Understanding of JSON Schema (for extract)

Instructions

Step 1: LLM Extract — Structured Data from Pages

import FirecrawlApp from "@mendable/firecrawl-js";

const firecrawl = new FirecrawlApp({
  apiKey: process.env.FIRECRAWL_API_KEY!,
});

// Extract structured data using an LLM + JSON schema
const result = await firecrawl.scrapeUrl("https://firecrawl.dev/pricing", {
  formats: ["extract"],
  extract: {
    schema: {
      type: "object",
      properties: {
        plans: {
          type: "array",
          items: {
            type: "object",
            properties: {
              name: { type: "string" },
              price: { type: "string" },
              credits_per_month: { type: "number" },
              : { : , : { :  } },
            },
            : [, ],
          },
        },
      },
    },
  },
});

.(, .(result., , ));