Spotlight on Firecrawl

Unique Selling Proposition

Turn websites into LLM-ready data. Power your AI apps with clean data crawled from any website. It's also open-source.

Features

Crawl, Scrape, Clean

• Crawl all accessible subpages
• No sitemap required
• Clean markdown output for each page

Integration

• Compatible with popular tools like LlamaIndex, Langchain, Dify, Langflow, Flowise, and CrewAI

Advanced Capabilities

• Rotating proxies
• Caching
• Rate limit handling
• JS-blocked content handling
• Crawling orchestration
• Dynamic content scraping

Built for AI

• Designed by LLM engineers for LLM engineers
• Clean data output optimized for AI applications

How It Works

1. Scrape: Extract markdown or structured data from websites quickly and efficiently.
2. Crawl: Navigate and retrieve data from all accessible subpages, even without a sitemap.
3. Clean: Convert web content into well-formatted markdown, ready for use in LLM applications.

More Information

• Open-source project available on GitHub
• Flexible pricing plans, including a free tier
• Trusted by top companies like Zapier, NVIDIA, and Bain & Company
• Available API integrations for Node.js, Python, and cURL

FAQ

What is Firecrawl? Firecrawl turns entire websites into clean, LLM-ready markdown or structured data. Scrape, crawl and extract the web with a single API. Ideal for AI companies looking to empower their LLM applications with web data.

What sites work? Firecrawl is best suited for business websites, docs and help centers. We currently don't support social media platforms.

Who can benefit from using Firecrawl? Firecrawl is tailored for LLM engineers, data scientists, AI researchers, and developers looking to harness web data for training machine learning models, market research, content aggregation, and more. It simplifies the data preparation process, allowing professionals to focus on insights and model development.

Is Firecrawl open-source? Yes, it is. You can check out the repository on GitHub. Keep in mind that this repository is currently in its early stages of development. We are in the process of merging custom modules into this mono repository.

How does Firecrawl handle dynamic content on websites? Unlike traditional web scrapers, Firecrawl is equipped to handle dynamic content rendered with JavaScript. It ensures comprehensive data collection from all accessible subpages, making it a reliable tool for scraping websites that rely heavily on JS for content delivery.

Can Firecrawl crawl websites without a sitemap? Yes, Firecrawl can access and crawl all accessible subpages of a website, even in the absence of a sitemap. This feature enables users to gather data from a wide array of web sources with minimal setup.

Is Firecrawl free? Firecrawl is free for the first 500 scraped pages (500 free credits). After that, you can upgrade to our Standard or Scale plans for more credits.