Why teams switch fromFirecrawl to Tavily
Two web APIs for AI.
Firecrawl is built for agents that need to interact directly with the web. Tavily is built for turning questions into structured, cited answers through Search, Extract, Crawl, and Map. Same space, different layers - pick based on what you’re building.
Trusted by 1M+ developers around the world
Built for grounded answers
Three things Tavily does that change how your agents operate.
Search that returns answers, not links
You don't want a list of links. You want the part of the page that answers the question. Tavily Search reads the open web, finds the best sources, and hands your agent the snippets that matter - ranked, cited, and ready for retrieval.
- Reranked content snippets, in addition to URLs
- Tunable depth, from instant lookups to thorough deep dives
- Filter by recency, country, domains - all without writing a parser
Research that actually finishes the job
Most "research" tools stop at finding the sources. Tavily's Research API keeps going. It plans, searches, reads, judges, and keeps iterating — returning a cited, structured report your application can render or pipe straight into the next step. Generally available for production-grade use today.
- Multi-agent research with the depth dialed to your question
- Structured output that drops cleanly into typed schemas
- Achieved state-of-the-art on DeepResearchBench
One retrieval layer your whole stack agrees on
Build it once on Tavily, and reuse it everywhere your team builds next. Same API, same controls, fewer migrations.
- 25+ first-party integrations across the agent ecosystem
- Less glue code, faster shipping
- Consistent controls and quality bar across every workflow
/side-by-side
Feature comparison
See exactly how the two platforms differ across the capabilities that matter most.
| TavilyGrounded retrieval & research for agents | FirecrawlSearch, scrape, and interact with the web | |||
|---|---|---|---|---|
| Search | Reranked content with depth, recency, country, and domain controls | Ranked results across web, news, images, GitHub, research, and PDFs | ||
| Hosting | Managed cloud, enterprise-grade | Available in the cloud or for self-hosting | ||
| Best for | Agents that need cited research, answers, and retrieval at scale | Agents that need to read, click, and act on web pages | ||
| Strength | A unified retrieval & research layer with citations baked in | A flexible web-data toolbelt with a bundled browser | ||
| Agentic research | Token-efficient agentic research with cited, structured output | Autonomous data gathering (early access) | ||
| Pick this when | The work is the answer - grounding, RAG, citations, deep research | The work is the page - logging in, clicking, filling, navigating | ||
| Browser & interaction | Out of scope by design - pair with your favorite browser tool | Standout strength - full browser sandbox and interactive sessions |
/where they differ
Same web. Different work.
Tavily
Built for grounded retrieval and research
Tavily is a retrieval layer for AI agents that need trustworthy answers, not only page content. It searches the live web, identifies the most relevant sources, extracts the passages that matter, and returns citable evidence or structured research output your model can use directly. Use it when the quality of the evidence determines the quality of the answer.
Firecrawl
Built for web data extraction and browser automation
Firecrawl is a flexible toolkit for turning web pages into usable data. It can search, scrape, crawl sites, extract structured fields, capture screenshots, and interact with a real browser for JavaScript-heavy pages, forms, and authenticated workflows. Use it when the page itself needs to be collected, transformed, or automated.
/enterprise ready
Enterprise-grade security, built in
Everything your security & procurement team needs to say yes.
Data handling
- Retention controls with a zero-data-retention (ZDR) option. Your data never trains our models.
Risk controls
- Prompt-injection defenses, malicious content handling, and PII controls built into the retrieval layer.
Procurement ready
- DPA, NDA, SLA, and full security packet available. We speak your procurement team’s language.