Real-Time Agents
& Deep Research

Firecrawl automates the collect-sources step. Search finds the right URLs, Scrape and Crawl read the pages, Parse turns PDFs and reports into clean Markdown, the Research Index adds cited academic passages, and Monitor keeps the whole thing fresh. Your agents and analysts spend their time on synthesis, not manual copy and paste.

Yes. For citation-ready evidence, query the Firecrawl Research Index across 3M+ arXiv papers and a life sciences corpus. For technical docs and knowledge bases, Scrape and Crawl return clean, structured Markdown with headings, sections, and links intact so your agent can cite and navigate the original.

Yes. Send the file or URL to the Parse endpoint and Firecrawl returns clean, layout-aware Markdown. One call handles PDF, DOCX, DOC, ODT, RTF, XLSX, XLS, and HTML, and page classification runs OCR only where it is needed so filings and whitepapers stay searchable.

Yes. Firecrawl Agent takes a plain-language research task, plans the steps, calls Search, Scrape, Crawl, and Parse across many sources, and returns structured output with citations attached. It is the right choice when the question is too open to script by hand.

Yes, and this is a common consolidation path. Teams that once ran separate vendors for search, scraping, browser sessions, and document parsing move all four onto Firecrawl (Search, Scrape, Crawl, Interact, and Parse), plus the Research Index for cited passages and Monitor for freshness. One contract, one API key, one billing line.

Yes. Enterprise customers on ZDR use Firecrawl without content being persisted on our side, which is table stakes for research use cases where the prompts, sources, or synthesized findings are themselves sensitive.

Point Monitor at the sources that back the study and set a schedule. Each run diffs against the last snapshot, an AI judge scores the change against a plain-language goal, and a webhook or email fires only when the change is meaningful, so briefs and embeddings refresh from real signal instead of blind reruns.

Every Firecrawl fetch preserves the URL, title, and timestamp on every chunk, and Research Index calls return paper IDs and metadata alongside passages. Your UI can render a source list, a jump-to-original link, and a snapshot per claim without your team writing that plumbing.

The world's most comprehensive web data API. Our custom browser stack and semantic index deliver superior data quality across any website, handling more content types and edge cases than any competitor.

JavaScript rendering, dynamic content, and robust request handling built-in.

Process millions of pages with automatic rate limiting, caching, and distributed infrastructure.

Optimized scraping engine with parallel processing and smart caching for instant results.

Comprehensive docs, SDKs for all major languages, and dedicated support to help you succeed.