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    Freemium
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    Firecrawl

    LLM-ready web scraping, crawling, and search API.

    What it does

    Firecrawl turns any website into clean, LLM-ready markdown or structured JSON. One API for scrape, crawl, map, and search — with screenshots, branding extraction, and AI-powered JSON extraction built in. The default web data layer for AI agents and RAG pipelines.

    scraping
    crawler
    rag
    agents
    llm
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    Integrations & access for agent builders

    Common use cases: scraping, crawler, rag, agents, llm.

    Best practices for agent builders

    Opinionated guidance from the 88 Labs AI team for wiring Firecrawl into a production agent.

    • 1Run extraction inside the data warehouse where possible — moving raw data to the agent is slow and costly.
    • 2Validate every extracted row against a schema before writing downstream; reject, don't coerce.

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