Fundraising Fox

Exa

Unicorn Β· $2.2BYC S21

San Francisco, US Β· Founded 2021 Β· 75 employees Β· 17 known investors

exa.ai β†—

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 Search Β· Metaphor Β· Exa Labs Β· exa.ai

AI & Machine LearningData & InfrastructureDeveloper ToolsEnterprise SoftwareSearchAIAPIsUnited States of AmericaAmerica / Canada

Founders & leadershipΒ· Y Combinator alumni (S21)

Exa was founded in 2021 by William Bryk, Jeffrey Wang, Walden Yan, and Will Bryk.

WBWilliam Bryk
William Brykin𝕏Co-Founder and CEOWilliam Bryk studied computer science and physics at Harvard, where he conducted machine learning research. He previously worked as a software engineer at machine learning startup Cresta before founding Exa.
JWJeffrey Wang
Jeffrey Wangin𝕏Co-FounderJeffrey Wang studied computer science and philosophy at Harvard before joining Plaid from 2019 to 2022. He founded Exa in 2023.
WYWalden Yan
Walden YanCo-Founder
WBWill Bryk
Will Brykin𝕏Co-Founder and CEO

Investors Β· 17

Also in the syndicate Β· 1

YCombinator

Funding

SEC filings, press & company announcements

$500M disclosed across 2 of 6 rounds Β· 2024–2026

Source: company announcements and press reports β€” follow each round's link for the claim.

Valuation Β· disclosed

Disclosed events
$2.2Bvaluation at Series CMay 2026
filing β†—
$700Mvaluation at Series BSep 2025
filing β†—

Source: SEC prospectus filings, and round valuations the company or its investors disclosed β€” follow each entry's link for the claim.

Company profile

researched Aug 2026

Exa 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 β€” instant (~250ms), fast (~450ms), auto (~1s), deep-lite (4s), deep (4-15s) and deep-reasoning (12-40s) β€” 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.

β–ΈFull profile β€” 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 β€” coding agents, chat and voice applications, deep-research tools, go-to-market and finance agents β€” 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 8 cited public sources β€” announcements, filings, and press listed under research sources below.

Key figures

latest reported
Company records indexedJan 202670,000,000 companies
Customer companiesMay 20265,000 companies
Developers on platformJan 2026500,000 developers
Documents in vector database indexJan 2026100,000,000,000 documents
FRAMES benchmark accuracyJan 202654.4%
HeadcountAug 2026200
Instant search latencyJan 2026180 milliseconds
Open job postingsSep 202539 jobs
People records indexedJan 20261,000,000,000 people
Scholarly publications indexedJan 2026350,000,000 publications
Seal0 benchmark accuracyJan 202636%
Tip-of-Tongue benchmark accuracyJan 202654.2%
URLs tracked in indexJan 20261,400,000,000,000 URLs
ValuationMay 2026$2.2B
Weekly tokens served via highlightsJan 202625,000,000,000,000 tokens per week

Company-reported or press-reported figures, each dated to when it was claimed β€” not independently audited.

Images

Exa photo

6 people who came through Exa went on to found or lead other companies.

Competitors Β· 1

by search overlap

Companies competing with Exa for the same Google search keywords, organic and paid, via search-intersection analysis.

Timeline Β· 9

launches, deals, and filings
Aug 2026
Exa powers search in Firefox

Company blog post titled 'Exa is now powering search in Firefox'.

source β†—

Jul 2026
SOTA Search Over Academic Publications

Blog post announcing state-of-the-art search over academic publications.

source β†—

Jun 2026
Introducing Exa Agent

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.

source β†—

May 2026
Exa raises $250M Series C led by a16z at $2.2B valuation

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 β†—

May 2026
Marcus Holm joins as Chief Revenue Officer

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.

source β†—

Jan 2026
Introducing Exa Connect

Exa Connect, announced on the company site, provides access to leading data providers.

source β†—

Sep 2025
Exa raises $85M Series B led by Benchmark at $700M valuation

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 β†—

Jan 2023
Exa announces first web search API for AI

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.

source β†—

Nov 2022
Exa launches its first search engine

Exa launched its first search engine in November 2022, two weeks before ChatGPT's release, after which it began receiving requests for API access.

source β†—

Dated company events from announcements, filings, and press; legal rows summarize public dockets and regulator releases.

In the news

β–ΈResearch sources Β· 8

primary sources listed
  • Exaexa.ai Β· web

8 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, Will Bryk in 2021.
Who are Exa's investors?
Exa's investors include 137 Ventures, Andreessen Horowitz, Felicis Ventures, Haystack, Helium-3 Ventures, Lightspeed Venture Partners, SLVC, TSVC and 8 more.
How much funding has Exa raised?
Exa has disclosed $500M raised across 2 of its 6 known rounds.
Where is Exa headquartered?
Exa is headquartered in San Francisco, US.