Use Cases
AI Platforms
Power AI assistants and let customers build AI apps
AI platform builders and teams use Firecrawl to power knowledge bases, chatbots, and enable customers to build AI applications with web data.
Start with a Template
Firestarter
Instant AI chatbots for websites with web knowledge integration
Get started with templates and examples. Build AI-powered applications with web data.
How It Works
Transform websites into AI-ready data. Power chatbots with real-time web knowledge, build RAG systems with up-to-date documentation, and enable your users to connect their AI applications to web sources.Why AI Platforms Choose Firecrawl
Reduce Hallucinations with Real-Time Data
Your AI assistants need current information, not outdated training data. Whether it’s domain-specific knowledge, technical documentation, or industry-specific content, Firecrawl ensures your knowledge bases stay synchronized with the latest updates-reducing hallucinations and improving response accuracy.Customer Stories
ReplitLearn how Replit leverages Firecrawl to keep Replit Agent up-to-date with the latest API documentation and web content.
Stack AIDiscover how Stack AI uses Firecrawl to seamlessly feed agentic AI workflows with high-quality web data.
FAQs
How does Firecrawl integrate with AI development platforms?
How does Firecrawl integrate with AI development platforms?
Firecrawl provides simple APIs and SDKs that integrate directly into AI platforms. Whether you’re building with LangChain, using no-code tools like n8n, or custom frameworks, Firecrawl delivers clean, structured web data ready for AI consumption.
Can Firecrawl handle the scale required for AI training?
Can Firecrawl handle the scale required for AI training?
Yes. Firecrawl is designed for enterprise-scale data extraction, processing millions of pages for AI training datasets. Our infrastructure scales automatically to meet your needs.
What data formats does Firecrawl provide for AI platforms?
What data formats does Firecrawl provide for AI platforms?
Firecrawl delivers data in AI-friendly formats including clean markdown, structured JSON, raw HTML, extracted images, screenshots, and news content. This flexibility ensures compatibility with any AI platform’s data ingestion requirements.
How do I handle authentication for gated content?
How do I handle authentication for gated content?
Firecrawl supports authentication headers and cookies for accessing protected content. Configure your API requests with the necessary credentials to extract data from login-protected documentation, knowledge bases, or member-only sites.
Can I use Firecrawl for real-time AI applications?
Can I use Firecrawl for real-time AI applications?
Yes! Our API supports real-time data extraction, enabling AI applications to access fresh web data on-demand. This is perfect for AI agents that need current information to make decisions.
Related Use Cases
- Deep Research - Advanced research capabilities
- Content Generation - AI-powered content creation
- Developers & MCP - Developer integrations