TinyFish
TinyFish provides a unified web-infrastructure platform for AI agents, combining Search, Fetch, Browser, and Agent APIs under one API key and credit pool, serving Fortune 500 enterprises across hospitality, transportation, e-commerce, and AI developers building agent applications.
- Company typePrivate
- Founded2024
- HeadquartersPalo Alto, United States
- Headcount51–100
- GTM typeB2B
- OfferingSoftware
What TinyFish does
TinyFish (legal entity Tiny Fish, Inc., Delaware) is a venture-backed AI startup founded in 2024, headquartered in Silicon Valley (Los Altos / Palo Alto / Cupertino, California) with an engineering office in Ho Chi Minh City, Vietnam. The company sells a unified web-infrastructure platform for AI agents that bundles four primitives — Search, Fetch, Browser, and Web Agent — under a single API key and a shared credit pool, exposed via REST, an MCP-native server, CLI, Python SDK, and npm package, and integrable with Claude Code, Cursor, Codex, and other MCP-compatible clients. Core technical assets include a proprietary stealth Chromium browser engine with 28 C++-level anti-bot bypass mechanisms, sub-250ms cold starts, persistent state, and claimed 99.3% detection coverage; the Web Agent is benchmarked at 89.9% on Mind2Web. The company monetizes through a hybrid freemium + usage-based credit model (Search and Fetch free; 1 credit = 1 agent step or 4 minutes of browsing; ~$0.015 per task; volume tiers up to 10,000 tasks/month at $150), supplemented by monthly self-serve subscriptions and enterprise Order Forms with net-30 invoicing.
Customers include named Fortune 500 and growth logos across hospitality (Google Hotels Japan, ClassPass), food delivery and logistics (DoorDash, Grubhub, GetGo), e-commerce (Amazon), insurance (The Zebra), energy (NextEra Energy Partners), Japan-focused finance/retail/healthcare (Digital Garage), and developer tooling (TestSprite). TinyFish raised a $47 million Series A in September 2025 led by ICONIQ Capital, with participation from USVP, Mango Capital, MongoDB Ventures, and Sandberg Bernthal Venture Partners; headcount is reported in the 11–50 range. Distribution is anchored by a PLG/self-serve funnel (agent.tinyfish.ai), MCP-native distribution into leading coding-agent stacks, a flagship Glean integration, embedded listing on Microsoft Windows 365 for Agents, and a 9-week accelerator co-hosted with Mango Capital featuring a $2M seed pool.
TinyFish firmographics
Firmographics- Name
- TinyFish
- Legal name
- Tiny Fish, Inc.
- Website
- https://tinyfish.ai
- Company type
- Private
- Founded year
- 2024
- Operating status
- Operating
- Headcount range
- 51–100 employees
- Short description
- TinyFish provides a unified web-infrastructure platform for AI agents, combining Search, Fetch, Browser, and Agent APIs under one API key and credit pool, serving Fortune 500 enterprises across hospitality, transportation, e-commerce, and AI developers building agent applications.
- Ownership category
- akta.pro rank
TinyFish industry classification
Industry- Product category
- AI Agent Web Infrastructure
- NAICS
- Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services (51821)
- SIC
- Services-Prepackaged Software (7372)
- akta.pro primary industry
- End-to-End Enterprise AI Platforms (MLOps & Model Lifecycle Management) (HDAEANAA)
- akta.pro secondary industries
- Model Serving, Inference & Deployment Platforms (APIs, Edge/On-Prem) (HDAEANAC), Model Deployment, Serving & Inference Platforms (HDAAABAF), Responsible AI, Security & Privacy Platforms (Safety, Guardrails, PII) (HDAEANAG), On-Device Inference Runtimes & SDKs (mobile/embedded) (HDAAAJAB)
Keywords
Where TinyFish is headquartered
LocationHeadquarters
- HQ city
- Palo Alto
- HQ country
- United States
- HQ region
- North America
Offices4 records
Markets served
TinyFish business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Technology or R&D, Personnel, Infrastructure, Marketing or Sales, Operations
Revenue model
- Usage-based credit consumption: Pay-as-you-go credit system: 1 credit = 1 agent step or 4 minutes of browsing; Search and Fetch APIs are free and consume 0 credits. Volume pricing tier at $0.015 per task (100 tasks/month $1.50; 10,000 tasks/month $150).
- Freemium / free tier: 500 free credits at sign-up to drive self-serve adoption; Search and Fetch APIs included on every plan at no credit cost.
- Subscription plans via online checkout and Order Forms: Recurring subscription billing with credits allocated per billing cycle; enterprise contracts available via Order Form with custom terms, net-30 invoicing, and auto-renewal.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Freemium | Pay-as-you-go | Free tier — 500 credits; Search and Fetch free forever |
| Usage-based | Pay-as-you-go | Usage-based metered pricing — $0.015 per agent task |
| Subscription | Monthly | Subscription plans via online checkout or enterprise Order Form |
Go-to-market motion1 record
Distribution channels5 records
Marketing channels10 records
TinyFish product offering
Product offeringCore offering
TinyFish provides a unified web infrastructure platform for AI agents that bundles four core APIs — Search, Fetch, Browser, and Agent (Web Agent) — under a single API key and credit pool. The platform enables AI agents and developers to perform real browser-rendered search, render any URL into clean content, run stealth Chromium browser sessions to bypass anti-bot protections, and execute multi-step web automation (forms, logins, structured extraction) at production scale. It targets enterprise teams and developers building agents that need reliable, live, structured access to dynamic and bot-protected websites.
Product overview
TinyFish offers a single unified web-infrastructure platform for AI agents that bundles four core products — Search, Fetch, Web Agent, and Browser — under one API key and one credit pool. The Search and Fetch APIs deliver free, live-web data retrieval, while the Web Agent API adds multi-step autonomous automation and the Browser API provides stealth Chromium sessions for authenticated or anti-bot-protected sites; together they expose the 'four core web primitives' the platform sells. On top of this core, TinyFish layers complementary offerings: Mino (a web-agent product for sites without APIs), BigSet (an open-source multi-agent system for building structured live datasets), the TinyFish Enterprise tier, and adjacent programs such as the TinyFish Accelerator (run with Mango Capital) and the CURRENT publication.
Differentiator
Problem solved
Functional benefit
Products and services
- Search API Real browser-rendered web search that returns fresh, structured JSON results from dynamic pages and sources that change too fast for traditional search. Free on every plan and designed for pricing shifts, earnings monitoring, and breaking-news use cases.
- Fetch API Renders any URL in a real browser and returns clean markdown, JSON, or HTML — stripping the page to a token-efficient representation of how it actually appears. Free on every plan (no credits).
- Web Agent API Multi-step web automation agent that navigates pages, fills forms, authenticates into sites, and returns structured results. Benchmarked at 89.9% on Mind2Web (highest publicly benchmarked) and consumes 1 credit per agent step.
- Browser API Stealth Chromium browser sessions that bypass login walls and anti-bot protections (28 built-in C++-level mechanisms), with persistent state and sub-250ms cold starts. Targets vendor portals, dynamic catalogs, and compliance dashboards. 4 minutes of browsing = 1 credit.
- Mino Web agent platform (public beta) that automates interactions with websites that do not offer APIs — e.g., clinics, salons, shelters, and government forms. Used in production by Google Hotels, DoorDash, and ClassPass.
- BigSet Open-source multi-agent system that builds structured live datasets from plain-English descriptions, enabling developers to turn natural-language data needs into multi-agent web-extraction pipelines.
- TinyFish Enterprise Enterprise-grade deployment of the four web primitives (Search, Fetch, Browser, Agent) under a unified credit pool, with custom contracts (Order Form / Custom Agreement), net-30 invoicing, and use cases including real-time hotel inventory, social listening, competitive price monitoring, insurance quoting automation, market intelligence, and autonomous QA testing.
Quantifiable outcome
- 89.9% Mind2Web accuracy (highest publicly benchmarked web agent)
- +6 more outcomes
Companies that use TinyFish
Customer profileNamed customers10 records
Segments5 records
Ideal customer profiles3 records
TinyFish technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- Yes
- API docs
- API detail
Core technology
AI maturity
App detail
Integration11 records
AI capability7 records
Feature8 records
TinyFish partnerships and signals
Strategic signalPartnerships
27 partnerships are on record, tiered flagship go-to-market integration, strategic platform partnership, core co-host of accelerator and series a participant, distribution channel, distribution and accelerator partner, strategic distribution into coding-agent ecosystem, distribution into workflow automation ecosystem, distribution into agent framework ecosystem, accelerator program partner and customer + accelerator partner.
- Gleanflagship go-to-market integrationTinyFish announced a partnership with Glean to enable enterprise AI agents to access live web information. Glean agents use TinyFish's four core web primitives (search, fetch, cloud browser, web agent) to find information, read live pages, navigate sites, and complete multi-step web workflows at scale, with search responses under 600ms and token usage reduced by up to 90%. Public sector RFP response preparation is highlighted as an early use case, alongside logistics, procurement, quoting, competitive research, compliance, and customer operations.
- Microsoft (Windows 365 for Agents)strategic platform partnershipTinyfish was named among the developers building on Microsoft's Windows 365 for Agents platform announced at Ignite 2025. The platform embeds AI agents and Copilot into Windows with Model Context Protocol (MCP) support, agent connectors, a secure Agent Workspace, and cloud-based bot development infrastructure, positioning TinyFish as a foundational service for Microsoft's 'Frontier Firm' vision.
- Mango Capitalcore co-host of accelerator and series a participantMango Capital co-hosts the TinyFish Accelerator (a 9-week program with a $2M seed pool) and is led by Managing Partner Robin Vasan; Mango Capital is also a Series A investor.
- MCP Registrydistribution channelTinyFish's MCP-native server is listed in the MCP Registry, enabling any MCP-compatible agent (Claude Code, Cursor, Codex) to integrate TinyFish primitives via one config change.
- Vercel (skills.sh / v0)distribution and accelerator partnerTinyFish's Cookbook is distributed via Vercel skills.sh, and v0 by Vercel is an accelerator partner; this enables direct use of TinyFish primitives within Vercel-deployed agent stacks.
- Cursorstrategic distribution into coding-agent ecosystemTinyFish publishes a Cursor MCP plugin (cursor.directory/plugins/mcp-tinyfish) and supports autonomous integration with the Cursor coding agent via MCP.
- n8ndistribution into workflow automation ecosystemTinyFish is available as an n8n community node (n8n-nodes-tinyfish on npm), enabling integration of web primitives into n8n workflow automations.
- AG2distribution into agent framework ecosystemTinyFish is integrated into AG2 (AutoGen) as a reference tool and is an accelerator partner; documentation is published at docs.ag2.ai.
- OpenClawdistribution channelTinyFish's web agent is featured on the OpenClaw (clawhub.ai) marketplace for agent skills.
- Google for Startups Cloud Programaccelerator program partnerProvides Google Cloud credits and infrastructure access to TinyFish Accelerator participants and to TinyFish itself as a partner of the accelerator program.
- ElevenLabsaccelerator program partnerElevenLabs is a TinyFish Accelerator partner providing credits and tooling to cohort founders; Startup Partnerships lead Jonathan Chang is also listed as an advisor.
- Fireworks.aiaccelerator program partnerFireworks.ai is a TinyFish Accelerator partner providing inference credits and infrastructure access to cohort founders.
- Composioaccelerator program partnerComposio is a TinyFish Accelerator partner and integration platform supporting agent stack tooling for cohort founders.
- Difyaccelerator program partnerDify is a TinyFish Accelerator partner; a community-built TinyFish plugin for Dify is also referenced, enabling agents on Dify to use TinyFish web primitives.
- Axiomaccelerator program partnerAxiom is a TinyFish Accelerator partner providing observability tooling credits to cohort founders.
- Algunaaccelerator program partnerAlguna is a TinyFish Accelerator partner listed among the companies building the agentic stack.
- AgentMailaccelerator program partnerAgentMail is a TinyFish Accelerator partner listed among the companies building the agentic stack.
- Superdesignaccelerator program partnerSuperdesign is a TinyFish Accelerator partner; founder Jason Zhou is also listed as an advisor.
- Creators Corneraccelerator program partnerCreators Corner is a TinyFish Accelerator partner listed among the companies building the agentic stack.
- Parasailaccelerator program partnerParasail is a TinyFish Accelerator partner listed among the companies building the agentic stack.
- Yotta Labsaccelerator program partnerYotta Labs is a TinyFish Accelerator partner listed among the companies building the agentic stack.
- Mixedbreadaccelerator program partnerMixedbread is a TinyFish Accelerator partner listed among the companies building the agentic stack.
- Insforgeaccelerator program partnerInsforge is a TinyFish Accelerator partner listed among the companies building the agentic stack.
- Daytonaaccelerator program partnerDaytona is a TinyFish Accelerator partner co-hosting AI Builders events with TinyFish and other agent vendors.
- AllScaleaccelerator program partnerAllScale is a TinyFish Accelerator partner listed among the companies building the agentic stack.
- TestSpritecustomer + accelerator partnerTestSprite is both a TinyFish customer (uses TinyFish's Browser API in its autonomous testing platform) and a TinyFish Accelerator partner.
- Photonaccelerator program partnerPhoton is a TinyFish Accelerator partner listed among the companies building the agentic stack.
Scale indicators11 records
Recent moves7 records
Expansion highlights7 records
TinyFish competitors and assessment
Company assessmentDirect peers
- Browserbase: Cloud browser infrastructure purpose-built for AI agents and automation, with stealth, session management, and an API for headless browser execution — directly overlaps TinyFish's Browser API and targets the same agent developer persona.
- Firecrawl: Web data API for AI agents that turns any URL into clean markdown/structured data and supports site crawling — competes head-on with TinyFish's Fetch and Search primitives and shares the same AI-developer PLG motion.
- Anchor Browser: Cloud-hosted stealth Chromium browser with sub-second cold starts, CAPTCHA bypass, and session persistence marketed specifically to AI agent developers — directly comparable to TinyFish's Browser API.
- Hyperbrowser: Headless cloud browser platform designed for AI agents and scraping workloads, offering stealth sessions and large-scale concurrency — overlaps TinyFish's browser and automation primitives.
- Steel.dev: Open-source cloud browser framework for AI agents, emphasizing developer control, stealth, and self-hosting options — competes with TinyFish on browser infrastructure for agent builders.
- Exa: AI-native web search API returning fresh, structured results tuned for LLM agents — directly comparable to TinyFish's Search API for the same agent-retrieval use cases.
- Apify: Marketplace and platform for web scraping and browser automation actors used by AI agents and data teams; overlaps with TinyFish's Agent and Browser APIs and shares the enterprise automation buyer.
Broad incumbents
- Bright Data: Large incumbent in web data collection, proxy networks, and unblocking infrastructure — offers overlapping browser/proxy capabilities to enterprise customers but as a broader data-acquisition platform rather than an agent-specialized stack.
- Zyte: Established web scraping platform (formerly Scrapinghub) with managed extraction, proxy, and browser services — competes with TinyFish on enterprise-scale web data extraction and automation.
Emerging players
- Stagehand (by Browserbase): AI-first browser automation framework layered on top of Browserbase, focused on LLM-driven web interactions — addresses the same multi-step web agent use case as TinyFish's Web Agent API.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat6 records
Key risks6 records
Key highlights7 records
Customer concentration
TinyFish social profiles
Digital presenceTinyFish compliance and trust
Trust signalCompliance1 record
TinyFish financial estimates
Financial estimateRevenue estimate
Valuation estimate
TinyFish leadership team
Management profileNumber of profiles
Profiles6 records
TinyFish funding detail
Funding detailFunding overview
Funding rounds2 records
Investors6 records
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
TinyFish 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 TinyFish
What does TinyFish do?
TinyFish provides a unified web infrastructure platform for AI agents that bundles four core APIs — Search, Fetch, Browser, and Agent (Web Agent) — under a single API key and credit pool. The platform enables AI agents and developers to perform real browser-rendered search, render any URL into clean content, run stealth Chromium browser sessions to bypass anti-bot protections, and execute multi-step web automation (forms, logins, structured extraction) at production scale. It targets enterprise teams and developers building agents that need reliable, live, structured access to dynamic and bot-protected websites.
Is TinyFish a public or private company?
TinyFish is a private company. It is classified as venture growth investor backed and is currently operating.
When was TinyFish founded?
TinyFish was founded in 2024. It employs 51 to 100 people.
Where is TinyFish based?
TinyFish is headquartered in Palo Alto, United States, in the North America region.
How does TinyFish make money?
Three revenue lines are on record. Usage-based credit consumption is the primary driver. The others are freemium / free tier and subscription plans via online checkout and Order Forms.
Who are TinyFish's main competitors?
Direct peers on record are Browserbase, Firecrawl, Anchor Browser, Hyperbrowser, Steel.dev, Exa and Apify. Broad incumbents are Bright Data and Zyte. Stagehand (by Browserbase) is listed as an emerging player.
Does TinyFish have an API?
Yes. TinyFish offers four public APIs (Search, Fetch, Agent/Web Agent, and Browser) that share a single API key and credit pool, accessible via REST and exposed through a hosted MCP server at https://agent.tinyfish.ai/mcp. The platform also provides a CLI and an Agent Skill system for integration with AI coding agents. The Search and Fetch APIs are free (no credits); Agent and Browser usage consumes credits (1 credit = 1 agent step or 4 minutes of browsing). Authentication is via API key, with a free tier offering 500 free credits. Developer documentation is at docs.tinyfish.ai.
What industry is TinyFish in?
TinyFish's product category is AI Agent Web Infrastructure. Its primary akta.pro industry code is HDAEANAA, End-to-End Enterprise AI Platforms (MLOps & Model Lifecycle Management), with a secondary code of HDAEANAC, Model Serving, Inference & Deployment Platforms (APIs, Edge/On-Prem). Its NAICS code is 51821 and its SIC code is 7372.