Keywords AI
Firecrawl vs ScrapeGraphAI
Compare Firecrawl and ScrapeGraphAI side by side. Both are tools in the Web Scraping category.
Quick Comparison
| Category | Web Scraping | Web Scraping |
| Pricing | Freemium | — |
| Best For | Developers who need to turn web content into clean, structured data for LLM applications | — |
| Website | firecrawl.dev | scrapegraphai.com |
| Key Features |
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| Use Cases |
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When to Choose Firecrawl vs ScrapeGraphAI
- Crawling websites for RAG knowledge bases
- Converting web content to LLM-ready format
- Building web data pipelines
About Firecrawl
Firecrawl is an API service that crawls websites and converts web pages into clean, LLM-ready markdown or structured data. It handles JavaScript rendering, pagination, and anti-bot challenges, making it ideal for building RAG pipelines from web content. Firecrawl supports single-page scraping, full-site crawling, and structured data extraction, with both open-source and managed API options.
About ScrapeGraphAI
ScrapeGraphAI is an open-source web scraping library that uses LLMs to automatically extract structured data from websites. Instead of writing CSS selectors or XPath queries, developers describe what data they want in natural language. Supports multiple LLM providers and handles dynamic JavaScript-rendered pages.
What is Web Scraping?
Tools for crawling, scraping, and extracting structured data from websites and web pages, converting web content into LLM-ready formats for AI applications.
Browse all Web Scraping tools →