How to Build an AI Research Pipeline That Gathers Fresh Web Data Automatically
Create an automated research pipeline that crawls the web, cleans pages into markdown, and feeds your AI assistant up-to-date information on a schedule.
What is Firecrawl?
Firecrawl is an AI-native web scraping and crawling platform that converts any website into clean, structured, LLM-ready markdown. Instead of dealing with messy HTML, broken selectors, and anti-bot walls, Firecrawl handles rendering, extraction, and data formatting for you, making it the go-to tool for developers, researchers, and AI engineers who need reliable web data.
Whether you are building a research pipeline, feeding an AI agent with fresh web content, or powering a search and answer product, Firecrawl abstracts away the complexity of scraping so your team can focus on insights instead of infrastructure.