
Firecrawl AI is an AI-first open-source web data extraction platform. Its core capability is to transform unstructured web content into structured data that is ready for direct use by large language models (LLMs).
Its primary use is to provide real-time, high-quality web data sources for AI applications (such as RAG systems and autonomous agents), simplifying data acquisition and processing.
Supports converting web content into LLM-ready Markdown and JSON formats, and can generate webpage screenshots.
Offers a free plan (including 500 one-time credits), and from Hobby (€19/month) to enterprise-grade tiered plans to suit different usage needs.
Yes. Its intelligent Agent feature supports dynamic interactions with pages via natural-language commands (e.g., clicking, typing) to fetch dynamic content.
Ideal for developers and data engineers who need to integrate web data capabilities into AI projects, as well as teams conducting market research or content analysis.
焰火AI is an enterprise-grade generative AI inference platform that offers high-speed inference engines and customized fine-tuning services, helping developers and enterprises quickly build, deploy, and optimize high-quality AI applications.

Browse AI is a no-code, AI-powered web data extraction and monitoring platform that enables you to pull structured data from a wide range of websites without writing any code, monitor content changes, and convert web data into real-time APIs or integrate it into your existing workflows, helping you automate data collection and analysis tasks.