# AI Platforms (/use-cases/ai-platforms)

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Related: [Deep Research](/use-cases/deep-research.md), [Lead Enrichment](/use-cases/lead-enrichment.md), [Use Cases](/use-cases/overview.md), [SEO Platforms](/use-cases/seo-platforms.md), [Rust](/quickstarts/rust.md)

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 [#start-with-a-template]

<Card title="Firestarter" icon="<svg xmlns=&#x22;http://www.w3.org/2000/svg&#x22; viewBox=&#x22;0 0 24 24&#x22; fill=&#x22;none&#x22;><path d=&#x22;M8 7L16 7&#x22; stroke=&#x22;currentColor&#x22; stroke-linecap=&#x22;round&#x22; stroke-linejoin=&#x22;round&#x22; stroke-width=&#x22;1.5&#x22;/><path d=&#x22;M8 11L12 11&#x22; stroke=&#x22;currentColor&#x22; stroke-linecap=&#x22;round&#x22; stroke-linejoin=&#x22;round&#x22; stroke-width=&#x22;1.5&#x22;/><path d=&#x22;M13 21.5V21C13 18.1716 13 16.7574 13.8787 15.8787C14.7574 15 16.1716 15 19 15H19.5M20 13.3431V10C20 6.22876 20 4.34315 18.8284 3.17157C17.6569 2 15.7712 2 12 2C8.22877 2 6.34315 2 5.17157 3.17157C4 4.34314 4 6.22876 4 10L4 14.5442C4 17.7892 4 19.4117 4.88607 20.5107C5.06508 20.7327 5.26731 20.9349 5.48933 21.1139C6.58831 22 8.21082 22 11.4558 22C12.1614 22 12.5141 22 12.8372 21.886C12.9044 21.8623 12.9702 21.835 13.0345 21.8043C13.3436 21.6564 13.593 21.407 14.0919 20.9081L18.8284 16.1716C19.4065 15.5935 19.6955 15.3045 19.8478 14.9369C20 14.5694 20 14.1606 20 13.3431Z&#x22; stroke=&#x22;currentColor&#x22; stroke-linecap=&#x22;round&#x22; stroke-linejoin=&#x22;round&#x22; stroke-width=&#x22;1.5&#x22;/></svg>" href="https://github.com/firecrawl/firestarter">
  Instant AI chatbots for websites with web knowledge integration
</Card>

<Note>
  **Get started with templates and examples.** Build AI-powered applications with web data.
</Note>

## How It Works [#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 [#why-ai-platforms-choose-firecrawl]

### Reduce Hallucinations with Real-Time Data [#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Your AI assistants need current information, not outdated training data.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 [#customer-stories]

<CardGroup cols="2">
  <Card href="https://www.firecrawl.dev/blog/how-replit-uses-firecrawl-to-power-ai-agents">
    **Replit**

    Learn how Replit leverages Firecrawl to keep Replit Agent up-to-date with the latest API documentation and web content.
  </Card>

  <Card href="https://www.firecrawl.dev/blog/how-stack-ai-uses-firecrawl-to-power-ai-agents">
    **Stack AI**

    Discover how Stack AI uses Firecrawl to seamlessly feed agentic AI workflows with high-quality web data.
  </Card>
</CardGroup>

## FAQs [#faqs]

<AccordionGroup>
  <Accordion title="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.
  </Accordion>

  <Accordion title="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.
  </Accordion>

  <Accordion title="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.
  </Accordion>

  <Accordion title="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.
  </Accordion>
</AccordionGroup>

## Related Use Cases [#related-use-cases]

* [Deep Research](/use-cases/deep-research) - Advanced research capabilities
* [Content Generation](/use-cases/content-generation) - AI-powered content creation
* [Developers & MCP](/use-cases/developers-mcp) - Developer integrations