/Companies

Exa

Unicorn · $2.2BYC S21

San 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.

WBWilliam Bryk
William BrykCo-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 WangCo-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
MHMarcus Holm
Marcus HolmChief Revenue OfficerHe brings 15+ years of technology sales and operations experience, with background in scaling go-to-market teams across infrastructure and data categories including Hadoop, Kubernetes, and identity management.
DM
Dan McArdleFounder
JW
Jeff WangFounder
WB
Will BrykFounder

Board

GCGuru Chahal
Guru ChahalInvestorPartner at Lightspeed Venture Partners
SW
Sarah Wang (reported)Board member (Andreessen Horowitz)
ND
Nicolas Dessaigne listed as YC primary partner; no company board roleBoard member (Y Combinator)
PFPeter Fenton
Peter FentonBoard MemberGeneral Partner at Benchmark
SWSarah Wang
Sarah WangDirector; Andreessen Horowitz General PartnerGeneral Partner at Andreessen Horowitz

Investors · 41

Andreessen Horowitzlisted by Andreessen HorowitzMenlo Park · $500K – $50M

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

SLVClisted by SLVC

How we know: SLVC's portfolio page · Y Combinator's founder network · Not right? Tell us

TSVClisted by TSVCSilicon Valley · $1M

How we know: the VCSheet dataset · Y Combinator's founder network · Not right? Tell us

WndrColisted by WndrCoRedwood City · $100K – $10M

How we know: the VCSheet dataset · research · exa.ai · Y Combinator's founder network · Not right? Tell us

ASDF Venturesreported

How we know: Y Combinator's founder network · Not right? Tell us

Atypical VenturesreportedDover

How we know: Y Combinator's founder network · Not right? Tell us

Balaji Srinivasanreported$10K – $500K

How we know: deep research dossier: balaji-srinivasan · Not right? Tell us

BenchmarkreportedSan Francisco · $100K – $15M

How we know: a partner's Signal profile · offering press articles · press coverage · research · exa.ai · open dataset · 5k.vc investor directory · Y Combinator's founder network · Not right? Tell us

FAST — by GETTYLABreportedSan Francisco · $100K

How we know: Y Combinator's founder network · Not right? Tell us

Limited VenturesreportedMiami

How we know: Y Combinator's founder network · Not right? Tell us

Long Run CapitalreportedNashville

How we know: Y Combinator's founder network · Not right? Tell us

Lux CapitalreportedNew York · $100K – $100M

How we know: Y Combinator's founder network · Not right? Tell us

NVenturesreportedSanta Clara

How we know: the VCSheet dataset · Not right? Tell us

NVIDIAreportedSanta Clara

How we know: techcrunch.com · research · exa.ai · Y Combinator's founder network · Not right? Tell us

Owl Rock CapitalreportedNew York

How we know: Y Combinator's founder network · Not right? Tell us

Pi CampusreportedRome · $55K – $540K

How we know: Y Combinator's founder network · Not right? Tell us

Quantumlight Capitalreported

How we know: Y Combinator's founder network · Not right? Tell us

Ranch VenturesreportedSan Francisco

How we know: Y Combinator's founder network · Not right? Tell us

Sabrina Hahn FundreportedNew York

How we know: the VCSheet dataset · Not right? Tell us

ShopifyreportedOttawa

How we know: Y Combinator's founder network · Not right? Tell us

SV AngelreportedSan Francisco · $150K – $20M

How we know: Y Combinator's founder network · Not right? Tell us

Also in the syndicate · 5

Igor BabuschkinNVentures (NVIDIA)Scott WuTal BrodaYCombinator

Funding

SEC filings, press & company announcements

$1.1B disclosed across 6 of 12 rounds · 2021–2026

▶$247.5MraisedSep 2026 · 38 investors · Other Technology
Rule 506(b)
Officers, directors & promoters on the filing
  • 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
Full filing on SEC EDGAR ↗
▶$81.4MraisedMar 2026 · 29 investors · Other Technology
Rule 506(b)
Officers, directors & promoters on the filing
  • 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
Full filing on SEC EDGAR ↗
▶$20.6MraisedMar 2025 · 66 investors · Other Technology
Rule 506(b)
Officers, directors & promoters on the filing
  • 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
Full filing on SEC EDGAR ↗

Source: SEC EDGAR Form D. Amounts as filed; amended filings shown once at their latest values.

Valuation · disclosed

Disclosed events
$2.2Bvaluation at $250m Series CMay 2026
filing ↗
$2.2Bvaluation at Series CMay 2026
filing ↗
$700Mvaluation at $85m Series BSep 2025
filing ↗
$700Mvaluation at Series BSep 2025
filing ↗
$101.6Mvaluation at $17m Series AJul 2024
filing ↗

Source: SEC prospectus filings, and round valuations the company or its investors disclosed — 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 — 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 reported
Companies using exaMay 20265,000 companies more than company claim
Company records indexedJan 202670,000,000 companies
Content token reductionMay 202620 times more compact company claim
Customer companiesMay 20265,000 companies
Developers on platformJan 2026500,000 developers
Documents in vector database indexJan 2026100,000,000,000 documents
Fast search latencyMay 2026200 milliseconds less than company claim
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%
Team sizeAug 202675 people yc profile

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

Images

Exa photo

Founder mafia

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

Related companies · 8

Wit.AIWit.ai provides an API that converts natural language input from users—whether spoken or text-based—into machine-readable commands for applications and connected devices.
GlobaldataGlobalData provides an AI-powered intelligence platform that delivers research, market analysis, and predictive insights to enterprises across industries. The platform combines proprietary data, in-house subject matter experts, and AI tools to support critical business decisions.
MindeeMindee provides an AI-powered OCR API that extracts structured data from documents including invoices, receipts, passports, and other formats, converting unstructured documents into JSON with high accuracy. The platform serves businesses across industries that need to automate document processing workflows without requiring model training.
FlowgladFlowglad is a platform that unifies cross-system automations, context, and knowledge for professional service teams. It pulls data from multiple business systems, stores client context and documents, and enables controlled automation workflows with approval oversight.
ArmatureArmature captures and analyzes user sessions with AI agents, showing what users ask, how agents respond, and identifying use cases and failures. The platform helps product teams understand agent behavior and fix issues through session replay and analysis.
WazeWorld's largest community-based traffic and navigation app.
Context.devContext provides an API that extracts brand color palettes from any domain, returning structured color data with HEX values, RGB/HSL support, and usage weights for developers and product teams building dashboards and marketing tools.
Salestools AIA sales automation company that builds AI-powered tools for sales teams to improve their effectiveness and efficiency. The company operates from offices in Switzerland, Romania, and Italy.

Companies working in the same space as Exa.

Customers & partners

Named customers · 5

CognitionCursor / AnysphereHubSpotMonday.comOpenRouter

Partnerships · 2

Google CloudNVIDIA / NVentures

Relationships the company or its partners disclosed publicly — case studies, joint announcements, press.

Pricing

as listed Aug 2026
Pay as you goContents APIDevelopers · usage based
$1/1000 pages per content type
Minimal through xhighExa AgentResearch and data agents · effort based usage
$0.012/run starting
Deep / Deep ReasoningExa DeepAgents needing high recall · usage based
$12/1000 deep requests
CustomExa EnterpriseLarge/regulatory enterprises · custom commitment
custom commitment
FreeExa platformDevelopers · monthly credits
$0/month
Pay as you goSearch APIDevelopers and production AI apps · usage based
$7/1000 requests

Public list pricing as researched from the company's own pricing pages; negotiated and enterprise terms vary.

Timeline · 16

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

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

source ↗

Aug 2026
No material Exa-specific litigation, regulatory enforcement or confirmed breach identifiedlegal

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 ↗

Jul 2026
SOTA Search Over Academic Publications

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

source ↗

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 ↗

Jun 2026
Exa Agent launched

Released effort-scaled multi-tool research API with citations and structured outputs.

source ↗

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 ↗

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 ↗

Apr 2026
Google Cloud partnership

Exa grounding entered private preview and Exa Agent joined Gemini Enterprise marketplace.

source ↗

Jan 2026
Introducing Exa Connect

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

source ↗

Oct 2025
Exa 2.0 launched

Introduced Fast, Auto and Deep search modes.

source ↗

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 ↗

Jan 2024
Metaphor rebranded to Exa

Company adopted Exa name as it focused on AI search infrastructure.

source ↗

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 ↗

Nov 2022
First search engine launched

Public engine appeared roughly two weeks before ChatGPT and generated requests for API access.

source ↗

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 ↗

Aug 2021
Metaphor founded and joined YC S21

Bryk and Wang began building transformer-native web search.

source ↗

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

Legal entities · 3

corporate structure
Exa LabsDelaware
Exa Labs Inc.
Exa Labs Inc.Delaware, United States · Active private corporation; formerly Metaphor Systems

In the news

▸Research sources · 24

primary sources listed

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.