Exa
Unicorn · $2.2BYC S21San Francisco, US · Founded 2021 · 75 employees · 41 known investors
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Exa is an AI-powered search API that retrieves high-quality information from the web in real-time, designed for AI agents, developers, and applications that require precise natural-language search capabilities. The company serves developers, AI teams, and applications like Cursor, Cognition, and HubSpot that need semantically intelligent search infrastructure.
Also known as Exa Labs Inc. · Exa Search · Exa Search, Metaphor · Metaphor · Exa Labs · exa.ai
Founders & leadership· Y Combinator alumni (S21)
Exa was founded in 2021 by William Bryk, Jeffrey Wang, and Walden Yan.




Board



Investors · 41
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How we know: 49 Palms Ventures's portfolio page · Not right? Tell us
How we know: a16z's portfolio · a partner's Signal profile · funding news · offering press articles · finance.yahoo.com · research · exa.ai · Y Combinator's founder network · Not right? Tell us
How we know: Felicis Ventures's portfolio page · a partner's Signal profile · open dataset · 5k.vc investor directory · Not right? Tell us
How we know: Haystack's portfolio page · research · exa.ai · Y Combinator's founder network · Not right? Tell us
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How we know: Lightspeed Venture Partners's portfolio page · board seat on SEC Form D · press coverage · research · exa.ai · open dataset · 5k.vc investor directory · Y Combinator's founder network · Not right? Tell us
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How we know: the VCSheet dataset · research · exa.ai · Y Combinator's founder network · Not right? Tell us
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Also in the syndicate · 5
Funding
SEC filings, press & company announcements$1.1B disclosed across 6 of 12 rounds · 2021–2026
- $250MSeries CJun 2026
a16z (lead)
Source ↗ - $250MSeries CMay 2026 · 5 sources
Andreessen Horowitz (lead)
Source ↗ - $250MraisedMay 2026 · 4 sources
Andreessen Horowitz (lead)
Source ↗ - Undisclosed amountSeries BSep 2025
Benchmark (lead), Lightspeed, NVentures, YCombinator
Source ↗
▶$247.5MraisedSep 2026 · 38 investors · Other TechnologyRule 506(b)
- William BrykExecutive Officer, Director
- Jeffrey WangDirector
- Guru ChahalDirector
- Peter FentonDirector
- Sarah WangDirector
- Offering amount
- $247.5M
- Amount sold
- $247.5M
- First sale
- May 2026
- Incorporated
- Corporation, Delaware
- Federal exemptions
- 06b
▶$81.4MraisedMar 2026 · 29 investors · Other TechnologyRule 506(b)
- Guru ChahalDirector
- Peter FentonDirector
- Jeffrey WangDirector
- William BrykExecutive Officer, Director
- Offering amount
- $92M
- Amount sold
- $81.4M
- First sale
- Aug 2025
- Incorporated
- Corporation, Delaware, 2021
- Federal exemptions
- 06b
▶$20.6MraisedMar 2025 · 66 investors · Other TechnologyRule 506(b)
- Jeffrey WangExecutive Officer, Director
- William BrykExecutive Officer, Director
- Guru ChahalDirector
- Offering amount
- $20.6M
- Amount sold
- $20.6M
- First sale
- May 2024
- Incorporated
- Corporation, Delaware, 2021
- Federal exemptions
- 06b
Source: SEC EDGAR Form D. Amounts as filed; amended filings shown once at their latest values.
Valuation · disclosed
Disclosed eventsSource: SEC prospectus filings, and round valuations the company or its investors disclosed — follow each entry's link for the claim.
Company profile
researched Aug 2026Exa operates a web search engine and set of APIs built specifically for consumption by AI models and agents rather than human users. Its product line includes a Search API, Contents API, Agent API, Monitors API, integrations, and Exa Connect (access to third-party data providers), alongside Websets, a high-compute product for comprehensive list-building queries. The Search API exposes multiple latency-quality tiers — instant (~250ms), fast (~450ms), auto (~1s), deep-lite (4s), deep (4-15s) and deep-reasoning (12-40s) — plus category-restricted indexes for companies, people, scholarly publications, news, personal sites and financial reports, and domain/path filtering.
A central design theme is token efficiency: Exa trains a model that extracts "highlights," condensed excerpts from full webpages, which the company says reduces token counts substantially (marketed as 10x-20x reductions, with up to 94% cited for Exa Agent). Search results can be returned as full text, LLM summaries, grounded answers, or structured JSON via an output_schema parameter. In June 2026 the company released Exa Agent, an API that combines frontier language models with its search tools and dispatches subagents across subtasks for deep research, list-building and entity enrichment, priced by fixed "effort" tiers from $0.012 to $1.00 per request.
Exa describes itself as an applied AI research lab, training embedding and agentic retrieval models on its own GPU clusters (H200s, and a B200 training cluster) and building custom vector databases for high query-per-second workloads. The company publishes compliance attestations including SOC 2 Type II, GDPR, CCPA and HIPAA handling, offers zero data retention for queries, and states it is advised by Tal Broda, former VP of Compute at OpenAI, along with researchers from Google and Bing.
Founding story
According to the company's Series B post, Exa was started in 2021, before AI applications needed search, on the premise that the world needed a better search engine than Google. The founders bought a GPU cluster, built a large-scale indexing system and experimented with new web retrieval techniques, targeting queries traditional engines cannot answer (for example, listing all ML engineers in NYC with a blog sorted by experience). Exa launched its first search engine in November 2022, two weeks before ChatGPT's release; inbound requests for API access followed, and the team concluded that AI systems would search the web far more than humans.
Business model
Exa sells API access to its search, contents, agent and monitoring endpoints to developers and enterprises, with self-serve sign-up alongside an enterprise sales motion (contact sales, enterprise agreements, DPAs and BAAs). Pricing is at least partly per-request: Exa Agent is billed by effort tier at $0.012 (minimal), $0.025 (low), $0.10 (medium), $0.50 (high) and $1.00 (xhigh) per request, with an auto mode that scales compute to the task.
Usage-based API fees, with per-request pricing disclosed for the Exa Agent product and enterprise agreements available for larger customers.
Traction
Exa reports 500,000 developers on its homepage (400,000+ on its About page and in the Series C announcement) and over 5,000 customer companies as of May 2026. Cited workload figures include up to 25 trillion tokens per week delivered as highlights excerpts and 2.7 million enrichments completed in one referenced customer case study. Cognition co-founder Walden Yan is quoted saying Exa powers all parts of Devin.
Latest developments
2026 developments include the $250M Series C at a $2.2B valuation (May), the launch of Exa Agent with subagent decomposition and effort-tiered pricing (June), state-of-the-art search over academic publications (July), Exa powering search in Firefox (August), and the introduction of Exa Connect for access to third-party data providers. The company says Series C proceeds will fund next-generation model training and infrastructure capable of hundreds of thousands of searches per second.
▸Full profile — market position, technology, go-to-market, geography, history, risks & controversies
Market position
Exa positions itself as the highest-quality search API at every latency point and as one of the few independent, non-wrapper search engines, contrasting itself with providers that resell traditional engines. Vendor-published benchmarks on the homepage show Exa ahead of Perplexity and Brave on FRAMES (54.4% vs 44.5% and 21.6%), Tip-of-Tongue (54.2% vs 36.7% and 19.3%) and Seal0 (36% vs 34.5% and 8.2%). Exa Agent is benchmarked against Perplexity Agent tiers, Parallel Task tiers and frontier models on WideSearch, BrowseComp, DeepSearchQA, FinanceAgent-V2, People-FindAll and Company-FindAll. These figures are self-reported and were not independently verified in the sources reviewed.
Independently built index and retrieval stack rather than a wrapper over other search engines; ranking optimized for information quality with no advertising; full page content and token-efficient highlights rather than URLs and titles alone; configurable latency-quality tiers from sub-second to multi-minute deep research; vertical indexes over people, companies, publications, news and code; customization such as excluding thousands of domains, high result counts and custom classifiers; and zero data retention plus SOC 2 Type II, GDPR, CCPA and HIPAA-oriented controls.
Technology
Exa built its search stack from scratch rather than wrapping third-party engines, which it says enables true zero data retention and control over quality, latency and cost. Components include large-scale crawlers tracking 500B+ URLs (1.4 trillion URLs tracked per the homepage) and crawling billions of documents per day, purpose-built vector databases serving 100 billion documents at 10k+ QPS, and in-house embedding and agentic models trained on clusters of hundreds of H200s and a B200 training cluster. Specialized models include finetuned code-search embeddings and a highlights model that extracts only relevant excerpts from pages. The pipeline described on the About page includes query enrichment, tokenization, entity extraction, web/inverted/news indexes, reranking, snippet extraction and safety filtering. Exa states it is on track to exceed Google-scale traffic and index size in 2027.
Go-to-market
Developer-led self-serve adoption through free API trials, an API playground, SDKs (exa-py, exa-js), dashboard onboarding and documentation aimed at both humans and coding agents, combined with an enterprise sales motion. Following the Series C, Exa hired Marcus Holm, President of LaunchDarkly, as CRO to build a global GTM organization and is hiring across sales, solutions and marketing.
AI application developers and agent builders — coding agents, chat and voice applications, deep-research tools, go-to-market and finance agents — plus enterprises with compliance requirements. Named users include Cursor, Cognition (Devin), HubSpot, OpenRouter, Monday.com, Notion AI, and private equity, consulting and financial firms. Firefox is cited as a search distribution partner.
Geography
Headquartered in San Francisco; the company describes hiring worldwide and building a global go-to-market organization, and supports EU (GDPR) and California (CCPA) data-protection requirements.
History
Founded 2021; first search engine launched November 2022; first web search API for AI announced in early 2023. In September 2025 Exa raised an $85M Series B led by Benchmark at a $700M valuation, with Lightspeed, Y Combinator and NVIDIA's NVentures participating and Peter Fenton joining the board. In May 2026 it raised a $250M Series C at a $2.2B valuation led by a16z, alongside senior hires including a CRO from LaunchDarkly and engineers from Meta, Yandex and Google. Product and distribution milestones in 2026 include Exa Agent (June), state-of-the-art academic publication search (July) and powering search in Firefox (August).
Risks & controversies
Most performance, index-size and customer-count claims come from Exa's own website and blog and are not independently verified in the material reviewed; figures also vary between pages (for example 500,000 vs 400,000+ developers, 70M+ vs 50M+ companies, 1.4T vs 500B+ URLs, and sub-180ms vs ~250ms instant latency). The business depends on continued large-scale crawling of the public web and on capital-intensive GPU and indexing infrastructure, and the company competes with far larger incumbent search providers as well as AI search vendors.
Compiled by commissioned research from 24 cited public sources — announcements, filings, and press listed under research sources below.
Key figures
latest reportedCompany-reported or press-reported figures, each dated to when it was claimed — not independently audited.
Founder mafia
5 people who came through Exa went on to found or lead other companies.
Related companies · 8
Companies working in the same space as Exa.
Customers & partners
Named customers · 5
Partnerships · 2
Relationships the company or its partners disclosed publicly — case studies, joint announcements, press.
Pricing
as listed Aug 2026Public list pricing as researched from the company's own pricing pages; negotiated and enterprise terms vary.
Timeline · 16
launches, deals, and filingsCompany blog post titled 'Exa is now powering search in Firefox'.
Manual review covered copyright/web crawling, robots/terms, privacy/data brokerage, security, patents, employment and investor disputes. Industry cases involving Perplexity, SerpAPI and publishers are not attributed to Exa.
N/A · No company-specific action found. Legal exposure remains meaningful as Exa independently crawls and returns public web/person/company data at scale. source ↗
Blog post announcing state-of-the-art search over academic publications.
Exa released Exa Agent, a single API combining frontier language models with Exa's web search tools for deep research, list-building and entity enrichment, with fixed effort tiers priced from $0.012 to $1.00 per request and structured outputs via outputSchema.
Released effort-scaled multi-tool research API with citations and structured outputs.
Series C of $250M at a $2.2B valuation led by a16z, to train next-generation retrieval models and scale infrastructure toward hundreds of thousands of searches per second.
$250M source ↗
Marcus Holm, President of LaunchDarkly, joined Exa as CRO to lead its global go-to-market organization; Exa also cited recent hires including Meta's head of retrieval infrastructure, Yandex's head of search backend and a research team from Google.
Exa grounding entered private preview and Exa Agent joined Gemini Enterprise marketplace.
Exa Connect, announced on the company site, provides access to leading data providers.
Series B of $85M led by Benchmark at a $700M valuation, with participation from Lightspeed, Y Combinator and NVentures, NVIDIA's venture arm. Peter Fenton of Benchmark joined the board. Proceeds earmarked for scaling indexing/processing, a 5x larger GPU cluster and hiring.
$85M source ↗
Company adopted Exa name as it focused on AI search infrastructure.
In early 2023 Exa concluded AI products and agents would benefit most from a search API and announced what it describes as the first web search API for AI.
Public engine appeared roughly two weeks before ChatGPT and generated requests for API access.
Exa launched its first search engine in November 2022, two weeks before ChatGPT's release, after which it began receiving requests for API access.
Bryk and Wang began building transformer-native web search.
Dated company events from announcements, filings, and press; legal rows summarize public dockets and regulator releases.
Legal entities · 3
corporate structureIn the news
▸Research sources · 24
primary sources listed
- Exa API pricingExa Labs Inc. · official pricing
- Exa Search APIExa · product and benchmark page
- Exa Trust CenterExa · security compliance portal
- ExaY Combinator · accelerator profile
- Privacy PolicyExa Labs Inc. · privacy policy
- Enterprise securityExa · security documentation
- Investing in ExaAndreessen Horowitz · lead investor thesis
- Exa and Google PartnershipExa · partnership release
- Introducing Exa DeepExa · product release
- Introducing Exa 2.0Exa · product release
- We need superknowledge before superintelligenceExa · founder strategy essay
- Exaexa.ai · web
24 public sources were cited for this profile; the first-party ones are listed here.
Frequently asked questions
- What does Exa do?
- Exa builds a from-scratch web search and retrieval API designed for AI agents and developers.
- Who founded Exa?
- Exa was founded by William Bryk, Jeffrey Wang, Walden Yan in 2021.
- Who are Exa's investors?
- Exa's investors include 137 Ventures, 49 Palms Ventures, Andreessen Horowitz, Felicis Ventures, Haystack, Helium-3 Ventures, Lightspeed Venture Partners, Lombardstreet Ventures and 28 more.
- How much funding has Exa raised?
- Exa has disclosed $1.1B raised across 6 of its 12 known rounds.
- Where is Exa headquartered?
- Exa is headquartered in San Francisco, US.




























