The outcome

Learn the interaction loop using a small task with a clear outcome.

Firecrawl is a web scraping, crawling, mapping, search, and structured extraction platform. Turning websites into markdown, structured records, URL maps, search results, screenshots, and asynchronous crawl datasets for AI applications. This guide narrows that broad capability into one repeatable outcome, with checkpoints that keep the source material and your judgment in the loop.

Before you begin

Set the boundary before the tool starts.

Choose one real task, identify who will use the result, and decide what evidence or test will make the result acceptable. Gather only the source material needed for that task. If the work contains confidential, personal, regulated, or client-owned information, confirm that the platform and account are approved before sharing it.

Troiana principle

AI should make the work easier to inspect. If the workflow removes the source, the owner, or the review step, redesign the workflow.

Step by step

A workflow you can repeat.

  1. 01

    Create a development key and choose a public page you are authorized to retrieve.

  2. 02

    Request only main-content markdown with explicit freshness and timeout settings.

  3. 03

    Inspect the final URL, metadata, completeness, cache state, and extracted text for unsafe or sensitive content.

  4. 04

    Store the source, retrieval time, and content hash before using the result in a model or index.

Working standard

What good use looks like.

  • State the outcome before the background.
  • Provide the real source material.
  • Review the result before expanding the task.

Scraping can expose copyrighted, private, malicious, or personal data and browser actions can carry powerful credentials. Confirm authorization, protect keys and cookies, constrain scope, verify webhooks, manage caching and retention, and treat every retrieved page as untrusted input.

Official references

Check the current product documentation.

Features, plan limits, availability, and data controls change. These official pages are the starting points used for this collection.