Developer framework

Crawl4AI

Visit website

Turn permitted web pages into Markdown for retrieval and AI pipelines.

Overview

What you provide

  • Public URLs, crawl limits and extraction settings

What you get

  • Page Markdown and optional extracted fields

Setup & workflow

  1. Install crawl4ai and run crawl4ai-setup before using the Python crawler.
  2. Prepare the input: Public URLs, crawl limits and extraction settings.
  3. Run a small, reversible example and inspect the output: Page Markdown and optional extracted fields.
  4. Check robots rules, page completeness and extraction accuracy on a small sample.
Requirements & installation
  • Configure the documented runtime and authorized service access before attempting this workflow.

Limits & review

  • Hosted APIs and optional model-based extraction have separate usage costs.
  • Evidence review only: the product was not installed or tested in this crawl.

Your part

  • Check robots rules, page completeness and extraction accuracy on a small sample.
When to consider another product

Unreviewed production decisions, unrestricted account access or guaranteed factual results.

Plans & billing details

Cost planning

  • Review scope is licensing and documented free-use boundaries, not numeric prices or current hosted-plan allowances.

Published prices are a snapshot. Confirm billing cycle, taxes and current allowances with the provider.

Sources & verification3

This profile is based on official sources, not a hands-on product test.

Vendor descriptions and demos document advertised features. Editorial guidance is based on these sources.

Discovered via OpenFree.Tools.

  • Crawl4AI — official READMEraw.githubusercontent.com

    The maintainer README supports this scope: Turn permitted web pages into Markdown for retrieval and AI pipelines.

  • Crawl4AI — product entry pointcrawl4ai.com

    The public product entry point was retrieved. Functional scope and setup in this record are grounded in the linked maintainer README.

  • Crawl4AI — license termsraw.githubusercontent.com

    The retrieved license materials support this boundary: Apache-2.0. Review the complete terms for your use case.

Frequently asked questions

What does Crawl4AI do?

Turn permitted web pages into Markdown for retrieval and AI pipelines.

How much does Crawl4AI cost?

Software or published weights are available under Apache-2.0. Model inference, external services and your own compute are separate; hosted plan prices were not reviewed.

What should I check before using Crawl4AI?

Hosted APIs and optional model-based extraction have separate usage costs.