Tavily
Tavily is an agentic web-access platform that delivers real-time search, extraction, research, and crawling APIs to AI agents and LLM applications, serving developers building autonomous agents and enterprise customers including AWS, Mastercard, IBM, MongoDB, and JetBrains.
- Company typePrivate
- Founded2024
- HeadquartersNew York, United States
- Headcount101–250
- GTM typeB2B
- OfferingSoftware
What Tavily does
Tavily is an agentic web-access platform that connects AI agents and LLM-powered applications to real-time, structured web context via a unified REST API. Founded in late 2024 by Rotem Weiss and headquartered in New York with engineering in Tel Aviv and additional offices in Austin and Abu Dhabi, Tavily exposes five endpoints — /search, /extract, /research, /crawl, and /map — that together cover retrieval, extraction, deep multi-hop research, site crawling, and site-graph mapping, with a stated 99.99% uptime SLA and 180 ms p50 latency on /search. The platform claims 2M+ developers, 300M+ monthly API requests, and billions of pages crawled, and is positioned as the default search tool inside LangChain's LangSmith Agent Builder with native integrations across AWS, Microsoft Azure, IBM watsonx, Snowflake, and Databricks marketplaces.
Tavily monetizes through a four-tier pricing model: a free Researcher tier (1,000 API credits/month), Pay-As-You-Go at $0.008 per credit, a Project subscription tier starting at 4,000 credits/month, and custom-priced Enterprise contracts. Go-to-market combines product-led self-serve signup, an API-first developer motion, a four-track partner program (Marketplace, SI/Consultancy, Tech Partner, Accelerators), and sales-assisted enterprise contracts, supported by a developer certification program and a public community forum. Named enterprise customers include AWS, Mastercard, IBM, MongoDB, JetBrains, Monday.com, Groq, LangChain, BCG, Cohere, Ironclad, WRITER, Troutman Pepper Locke, and Extend.
In August 2025, Tavily raised a $20M Series A led by Insight Partners and Alpha Wave Global, bringing total disclosed funding to $25M. In February 2026, Nebius Group N.V. (NASDAQ: NBIS) agreed to acquire Tavily for an initial $275M, potentially rising to $400M with milestones, with Tavily continuing to operate under its brand and founder/CEO Rotem Weiss joining Nebius.
Tavily firmographics
Firmographics- Name
- Tavily
- Legal name
- AlphaAI Technologies Inc.
- Website
- https://tavily.com
- Company type
- Private
- Founded year
- 2024
- Operating status
- Acquired
- Headcount range
- 101–250 employees
- Short description
- Tavily is an agentic web-access platform that delivers real-time search, extraction, research, and crawling APIs to AI agents and LLM applications, serving developers building autonomous agents and enterprise customers including AWS, Mastercard, IBM, MongoDB, and JetBrains.
- Ownership category
- akta.pro rank
Tavily industry classification
Industry- Product category
- AI Agent Web Search API
- NAICS
- Custom Computer Programming Services (541511)
- SIC
- Services-Prepackaged Software (7372)
- akta.pro primary industry
- LLMOps & Generative AI Platforms (Prompt/Agent Orchestration, RAG) (HDAEANAD)
Keywords
Where Tavily is headquartered
LocationHeadquarters
- HQ city
- New York
- HQ country
- United States
- HQ region
- North America
Offices4 records
Markets served
Tavily business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Personnel, Technology or R&D, Infrastructure, Marketing or Sales, Operations
Revenue model
- Subscription tiers (Free, Project, Enterprise): Recurring monthly/annual subscriptions for the Researcher Free tier (1,000 API credits/month), Project tier (~4,000 credits/month with adjustable plan and higher rate limits), and custom-priced Enterprise tier with custom rate limits and SLAs. Auto-renewal with cancel-anytime billing.
- Usage-based Pay-As-You-Go: Pay only for what you use at $0.008 per API credit; metered billing on top of (or in lieu of) subscription base, enabling land-and-expand consumption economics. Usage-based fees are charged at the end of each billing period.
- Free / Freemium tier: Free Researcher plan with 1,000 API credits per month, no credit card required, intended as a top-of-funnel acquisition vehicle and developer community funnel.
- Marketplace & partner channel resale: Tavily is listed on AWS Marketplace, Microsoft Azure MCP Center, Snowflake Marketplace, Databricks MCP Marketplace, and IBM watsonx, where partner resellers/distributors sell Tavily API access to end customers; partner Order Forms govern end-customer commercial terms.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Freemium | Monthly | Researcher Free — $0/month for new creators |
| Usage-based | Pay-as-you-go | Pay-As-You-Go — $0.008 per credit |
| Subscription | Monthly | Project — adjustable monthly subscription (built for enthusiasts) |
| Subscription | Multi-year contract | Enterprise — Custom pricing |
Go-to-market motion6 records
Distribution channels9 records
Marketing channels10 records
Tavily product offering
Product offeringCore offering
Tavily provides a unified, real-time web access layer for AI agents delivered through five REST API endpoints (/search, /extract, /research, /crawl, /map) that return fresh, reranked, structured web context for grounding LLM-based applications. The platform also ships the Tavily MCP Server, a CLI, and an x402-based runtime payment option, and is consumed via self-serve free/paid tiers or custom enterprise contracts. Customers range from individual developers to Fortune 500 enterprises integrating Tavily into AI agents, RAG pipelines, and coding assistants.
Product overview
Tavily offers a single, unified agentic web-access platform branded 'the web access layer for agents,' delivered through a SaaS platform at app.tavily.com and a public REST API. The platform is built around five core API endpoints — Tavily Search (/search), Tavily Extract (/extract), Tavily Research (/research), Tavily Crawl (/crawl), and Tavily Map (/map) — that together cover retrieval, extraction, multi-source research, site crawling, and site-graph mapping. On top of these endpoints, Tavily ships the Tavily MCP Server for Model Context Protocol clients (Azure MCP Center, Databricks Marketplace, Claude Desktop), the Tavily CLI for code-driven agent workflows, the Tavily on x402 add-on for USDC-paid runtime access, and a Developer Certification program. A Partner Program spans Marketplace, SI/Consultancy, Tech Partner, and Accelerators tracks, while the website provides a Use Cases library with verticals such as sales meeting prep, recruiting, competitive intelligence, and threat monitoring. Tavily was acquired by Nebius in February 2026 (~$275M–$400M) and continues to operate under its own brand.
Differentiator
Problem solved
Functional benefit
Products and services
- Tavily Search (/search) Real-time web search API that retrieves fresh, reranked web context agents can reason over. Distilled into information-rich snippets to minimize token usage with p50 latency of 180 ms.
- Tavily Extract (/extract) Extracts web data from URLs and returns clean, structured content ready for LLMs, filtering out noise and ads.
- Tavily Research (/research) Generates comprehensive, cited research reports by orchestrating multiple searches and syntheses. Achieved state-of-the-art on DeepResearch Bench while reducing token usage.
- Tavily Crawl (/crawl) Captures entire sites with intent, traversing pages to extract structured content from a domain.
- Tavily Map (/map) Turns fragmented pages into site graphs, mapping URL relationships to support navigation-aware crawling and agent planning.
- Tavily MCP Server Model Context Protocol server exposing Tavily's search and extraction tools to MCP-compatible clients.
- Tavily on x402 Real-time web search for AI agents payable per-request in USDC on Base via the x402 protocol. No API key, signup, or preconfigured account required.
- Tavily Platform SaaS platform accessed at app.tavily.com, providing the Tavily web application, dashboards, AI Functionality, and API management alongside the Tavily APIs.
Quantifiable outcome
- 99.99% uptime SLA powering mission-critical systems
- +7 more outcomes
Companies that use Tavily
Customer profileNamed customers18 records
Segments5 records
Ideal customer profiles3 records
Tavily technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- Yes
- API docs
- API detail
Core technology
AI maturity
App detail
Integration19 records
AI capability9 records
Feature9 records
Tavily partnerships and signals
Strategic signalPartnerships
Ten partnerships are on record, tiered flagship and core.
- NebiusflagshipNebius agreed to acquire Tavily for $275M (up to $400M with milestones) in February 2026 to integrate agentic search into its AI Cloud platform and Token Factory. Founder/CEO Rotem Weiss joins Nebius; Tavily continues to operate as a brand while deepening integration with Nebius over time.
- LangChainflagshipTavily is the default search tool in LangChain's LangSmith Agent Builder and is featured on the LangChain templates page (e.g., tavily-competitor-research). LangChain also distributes Tavily through its marketplace of agent templates.
- JetBrainscoreJetBrains integrated Tavily into JetBrains AI Assistant (Junie) for real-time general web search and scoped documentation queries. The integration saved JetBrains months of engineering work for safe search, formatting, and domain-specific filtering.
- AWSflagshipTavily is listed on AWS Marketplace as part of the AgentCore Tool Catalog, with a Tavily seller profile, and is featured on the Partnerships page as a marketplace partner for co-branded launches and joint customer case studies.
- IBMflagshipIBM announced a partnership with Tavily for Agentic AI Solutions / data enrichment. Tavily is listed in the IBM watsonx.ai services catalog and is featured as a joint IBM/Tavily partner on the Partnerships page.
- Microsoft AzurecoreTavily MCP is listed on the Microsoft Azure MCP Center, giving Azure enterprise customers native access to Tavily's agentic search via the Azure marketplace.
- SnowflakecoreTavily Search API is listed on the Snowflake Marketplace, with joint GTM and Snowflake Summit presence in 2026.
- DatabrickscoreTavily MCP Server is listed on the Databricks Marketplace as part of Databricks' MCP in Marketplace offering, with a dedicated Tavily listing for shared enterprise customers.
- NvidiacoreNvidia is featured as a Tavily partner on the Partnerships page alongside AWS, IBM, MongoDB, Nebius, LangChain, Snowflake, and Databricks, supporting joint distribution of agentic AI tooling.
- MongoDBcoreMongoDB is featured as both a Tavily customer and partner on the Partnerships page, and is also referenced in acquisition coverage as a Tavily customer using the search API.
Scale indicators11 records
Recent moves6 records
Expansion highlights6 records
Tavily competitors and assessment
Company assessmentDirect peers
- Exa: Exa (formerly Metaphor) offers an AI-native search API specifically designed for LLM and agent use cases. It is the most direct competitor to Tavily's /search endpoint, with overlapping benchmarks, developer audiences, and API-first pricing.
- Firecrawl: Firecrawl provides a web crawling and data extraction API purpose-built for LLM and RAG pipelines. It overlaps directly with Tavily's /crawl and /extract endpoints and was named in the same AIMultiple 2026 top-4 benchmark tier.
- Brave Search: Brave Search offers an independent web search index with a developer API used for AI grounding. It is a direct Tavily competitor in search-as-a-service and was grouped with Tavily in the statistically indistinguishable top-4 of the AIMultiple 2026 benchmark.
- Parallel Web Systems: Parallel (formerly Parallel Web) provides an AI web search and research API aimed at agent and LLM workloads, with overlapping endpoints and benchmark positioning alongside Tavily, Firecrawl, Exa, and Brave.
Broad incumbents
- Perplexity: Perplexity ships a consumer-facing AI answer engine with web grounding and an enterprise API. It is a broader incumbent that overlaps with Tavily on agentic search and was explicitly cited by Peerbound as a prior Tavily replacement use case.
- SerpApi: SerpApi is an established search-results API serving SEO, analytics, and increasingly AI-agent use cases. It competes with Tavily's /search endpoint for developers needing structured SERP data at scale.
- You.com: You.com operates an AI answer engine with developer APIs and a focus on grounded, cited responses. It overlaps with Tavily in the agentic search and research use cases, though at a smaller scale.
- Bright Data: Bright Data provides web data infrastructure including scraping, proxy networks, and datasets that underpin many agentic and RAG workloads. It is a broader incumbent that competes with Tavily's /crawl and /extract capabilities at the data-acquisition layer.
Emerging players
- Kagi: Kagi offers a premium, privacy-focused web search product and a search API. It is an emerging player with comparable search-quality positioning but smaller scale and limited agent-specific tooling relative to Tavily.
Others
- Scale AI: Scale AI provides data infrastructure for AI systems, including evaluation, fine-tuning, and increasingly agentic-AI tooling. It is an adjacent ecosystem participant that intersects with Tavily's evaluation and research use cases rather than directly competing on web search.
Market position
Strengths4 records
Weaknesses4 records
Competitive moat5 records
Key risks6 records
Key highlights7 records
Customer concentration
Tavily social profiles
Digital presenceTavily compliance and trust
Trust signalCompliance4 records
Tavily financial estimates
Financial estimateRevenue estimate
Valuation estimate
Tavily leadership team
Management profileNumber of profiles
Profiles3 records
Tavily funding detail
Funding detailFunding overview
Funding rounds2 records
Investors2 records
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Tavily M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about Tavily
What does Tavily do?
Tavily provides a unified, real-time web access layer for AI agents delivered through five REST API endpoints (/search, /extract, /research, /crawl, /map) that return fresh, reranked, structured web context for grounding LLM-based applications. The platform also ships the Tavily MCP Server, a CLI, and an x402-based runtime payment option, and is consumed via self-serve free/paid tiers or custom enterprise contracts. Customers range from individual developers to Fortune 500 enterprises integrating Tavily into AI agents, RAG pipelines, and coding assistants.
Is Tavily a public or private company?
Tavily is a private company. It is classified as corporate owned and is currently acquired.
When was Tavily founded?
Tavily was founded in 2024. It employs 101 to 250 people.
Where is Tavily based?
Tavily is headquartered in New York, United States, in the North America region.
How does Tavily make money?
Four revenue lines are on record. Subscription tiers (Free, Project, Enterprise) is the primary driver. The others are usage-based Pay-As-You-Go, free / Freemium tier and marketplace & partner channel resale.
Who are Tavily's main competitors?
Direct peers on record are Exa, Firecrawl, Brave Search and Parallel Web Systems. Broad incumbents are Perplexity, SerpApi, You.com and Bright Data. Kagi is listed as an emerging player. Scale AI is listed as an others.
Does Tavily have an API?
Yes. Tavily offers a public REST API with multiple endpoints (/search, /extract, /research, /crawl, /map) enabling developers to retrieve fresh, reranked web context, extract web data, generate comprehensive research reports, crawl sites with intent, and map pages into site graphs. Authentication is via API key or Agent Key. Rate limits vary by plan (Free: 1,000 credits/month; Project: 4,000 credits/month; Pay-As-You-Go: $0.008/credit; Enterprise: custom). Tavily CLI is also offered for terminal-based agent workflows. Developer documentation is at docs.tavily.com.
What industry is Tavily in?
Tavily's product category is AI Agent Web Search API. Its primary akta.pro industry code is HDAEANAD, LLMOps & Generative AI Platforms (Prompt/Agent Orchestration, RAG). Its NAICS code is 541511 and its SIC code is 7372.