Use Cases
Transform web data into powerful features for your applications
Turn any website into structured data for your product. Whether you are building RAG pipelines, enriching leads, or monitoring competitors, Firecrawl handles the scraping so you can focus on what you do with the data.
Browse the use cases below to find guides, code samples, and architecture patterns for your workflow.
AI Platforms
Add web knowledge to your RAG chatbots and AI assistants.
Lead Enrichment
Extract and filter leads from websites to enrich your sales pipeline.
SEO Platforms
Monitor search rankings and optimize content strategy.
Deep Research
Build agentic research tools with deep web search capabilities.
Product & E-commerce
Monitor pricing and track inventory across e-commerce sites.
Content Generation
Generate AI content based on website data and structure.
Developers & MCP
Build powerful integrations with Model Context Protocol support.
Investment & Finance
Track companies and extract financial insights from web data.
Competitive Intelligence
Monitor competitor websites and track changes in real-time.
Data Migration
Transfer web data seamlessly between platforms and systems.
Observability
Monitor websites, track uptime, and detect changes in real-time.