Tako

What Tako does

Tako is a San Francisco-based, privately held company founded in 2023 that operates an answer engine API for grounding AI applications on authoritative, licensed data. The platform returns cited, structured answers as knowledge cards — including charts, tables, maps, and JSON — through a family of four endpoints: Search, Answer, Contents, and Agent APIs, supplemented by user-facing products Tako Connect (embedded data analyst) and Tako Knowledge Search. Underlying the product is a knowledge graph built from licensed data providers such as QUODD (financial markets) and SimilarWeb (web metrics), a deterministic reasoning layer that validates data schemas and produces reproducible visual analytics, and a Cerebras-powered inference stack that reduced median and P95 latency by 60%.

The company monetizes through a tiered API model: a free playground and initial API credits drive product-led adoption, usage-based credit purchases generate consumption revenue from developers, and custom enterprise pricing supports larger engagements. Go-to-market is API-first with three motions: product-led growth via self-serve SDKs and documentation, direct enterprise sales for custom integrations, and OEM embedding into partner platforms including Perplexity and Mistral AI's Le Chat. Customer segments span AI product builders, data and analytics teams, and research and strategy teams, all of whom require cited, trustworthy data without SQL or analyst bottlenecks.

Tako raised $5.75M in seed funding in October 2024 from a high-profile investor group including Kevin Hartz (A*), Ramtin Naimi (Abstract), Stanley Druckenmiller, Naval Ravikant, and Joe Montana. The company is small (1-10 employees), headquartered in San Francisco, and has continued to expand its data and distribution partnerships through 2025-2026 across financial data, web analytics, agentic commerce, and AI platform embedding.

Name

Tako

Legal name

Tako

Website

https://trytako.com

Company type

Private

Founded year

2024

Operating status

Operating

Headcount range

11–50 employees

Short description

Tako is a San Francisco-based answer engine API that grounds AI applications on authoritative, licensed data, returning cited knowledge cards and structured outputs to developers, enterprises, and AI platforms such as Perplexity and Mistral AI's Le Chat.

Ownership category

akta.pro rank

Product category

AI Search & Data APIs

NAICS

Custom Computer Programming Services (541511), Web Search Portals and All Other Information Services (519290)

SIC

Finance Services (6199)

akta.pro primary industry

Augmented Analytics & AI-Assisted BI (NLQ/NLG, Insights) (HDAEAMAD)

akta.pro secondary industry

Enterprise AI Data & Knowledge Platforms (Vector Databases, Knowledge Graphs) (HDAEANAH)

Keywords

• Answer engine API
• Knowledge search API
• Data visualization API
• AI grounding service
• Licensed data search

Headquarters

HQ city

San Francisco

HQ country

United States

HQ region

North America

Offices1 record

Markets served

GTM type

B2B

Offering type

Software

Cost components

Personnel, Technology or R&D, Infrastructure, Operations, Marketing or Sales

Revenue model

1. API Usage Credits: Developers sign up for API keys with free credits, then purchase additional credits based on usage. Consumption-based model for API calls across search, answer, contents, and agent endpoints.
2. Enterprise Subscriptions: Enterprise customers can contact for custom pricing and dedicated support, likely billed annually with volume-based pricing.
3. Freemium/Trial Access: Free playground access and API credits allow developers to try the platform before purchasing, supporting product-led growth motion.

Pricing tiers

Go-to-market motion3 records

Distribution channels4 records

Marketing channels5 records

Core offering

Tako is an answer engine API platform that grounds AI applications and agents on a curated index of authoritative, licensed data and the web, returning cited, structured answers as knowledge cards (charts, tables, maps) and JSON. Its product suite spans four developer endpoints — Search, Answer, Contents, and Agent APIs — alongside user-facing offerings Tako Connect (embedded natural-language data analyst) and Tako Knowledge Search (visual search for high-stakes research), with SDKs in Python and TypeScript.

Product overview

Tako is an answer engine API platform that grounds AI on authoritative, licensed data. The platform consists of two main product lines: (1) Tako Connect and Tako Knowledge Search — user-facing products that provide embedded data analyst capabilities and real-time search with visual knowledge cards; and (2) the Tako API family — Search, Answer, Contents, and Agent APIs — that developers integrate to access structured knowledge cards, cited answers, and async agents for deep research. The platform targets AI product builders, data analytics teams, and research/strategy teams.

Differentiator

Problem solved

Functional benefit

Brands

• Tako Connect: A data analyst in your app that allows users to ask questions in natural language to generate accurate, visual insights from data.
• Tako Knowledge Search
• ThinViz

Products and services

• Tako Connect An embedded data analyst experience that lets users ask questions in natural language to generate accurate, editable, shareable visual insights from data without writing SQL or building dashboards. Designed for data and analytics teams that want to expose insights inside their own application.
• Tako Knowledge Search A search product that pulls real-time answers directly from licensed sources and returns them as visual knowledge cards built for high-stakes research, used by AI product builders, research, and strategy teams.
• Search API API endpoint that takes natural-language input and returns structured knowledge cards (charts, tables, maps) grounded in Tako's curated index of authoritative data and the web. Targeted at developers building AI applications that need cited visual outputs.
• Answer API API endpoint that returns direct, cited answers to natural-language questions grounded in authoritative licensed sources. Used by developers who need traceable answers rather than charts.
• Contents API API endpoint that returns the data backing Tako's answers plus clean full-page contents from the web, optimized for LLM ingestion. Targeted at AI builders that need raw, attributable source data.
• Agent API Asynchronous agent endpoint for deep research and enrichment tasks, enabling multi-step data analysis and long-running workflows. Targeted at developers building AI agents that need automated, structured research outputs.

Quantifiable outcome

• 60% reduction in median and P95 search latency
• +2 more outcomes

Named customers3 records

Segments3 records

Ideal customer profiles3 records

Technology focussed Yes

API detail

Has API

Yes

API docs

API detail

Core technology

AI maturity

App detail

Integration6 records

AI capability7 records

Feature11 records

Partnerships

Eight partnerships are on record, tiered strategic and core.

• Stripe (Machine Payments Protocol)strategicTechnology or Integration · 30 March 2026Tako announced support for Stripe's Machine Payments Protocol (MPP), enabling its agents to pay for APIs and access real-time authoritative answers across various domains including markets, public opinion, and geopolitics.
• OrthogonalstrategicStrategic or Co-development Partner · 11 March 2026Partnership with Orthogonal to enhance Tako's AI search and research capabilities. Orthogonal provides expertise in structured visual analytics from real-time, cited data sources.
• QUODDcoreTechnology or Integration · 20 January 2026QUODD's market data integrated into Tako's knowledge graph, enabling natural-language queries for investor-grade financial market information. The integration aggregates real-time and historical data from over 200 financial markets and 150 global exchanges.
• Mistral AI (Le Chat)coreTechnology or Integration · 17 December 2025Tako Knowledge Search integrated into Mistral's Le Chat, enhancing it with real-time authoritative data, interactive visualizations, and structured data queries. Users can ask analytic questions and receive verifiable, visual, data-backed responses.
• SimilarWebcoreTechnology or Integration · 8 December 2025SimilarWeb traffic and engagement data integrated into Tako's knowledge graph, enabling users to ask real-time questions about web metrics without manual lookups. Streamlines SEO and marketing workflows.
• CerebrascoreTechnology or Integration · 11 February 2025Cerebras provides inference API for Tako's real-time data processing and knowledge card features. Since integration, Tako has achieved 60% reduction in median and P95 search latency.
• LinerstrategicTechnology or Integration · 24 October 2024Tako integrated its search engine into Liner's platform to enhance research processes for users, providing faster and more credible insights through authoritative knowledge cards embedded in Liner.
• PerplexitycoreTechnology or Integration · 17 October 2024Tako has integrated its technology into Perplexity's AI search engine, providing knowledge cards with authoritative, visual data responses. This is one of Tako's flagship integrations.

Scale indicators4 records

Recent moves6 records

Expansion highlights5 records

Direct peers

• Tavily: AI-native search API purpose-built for LLM agents, offering real-time web retrieval and content extraction. Directly comparable to Tako's Search and Contents APIs in targeting AI developers and agent builders.
• Exa: Neural search engine for LLMs providing semantic web search APIs. Closely comparable to Tako in serving AI application developers with structured retrieval endpoints.
• You.com: AI search engine offering consumer AI search plus developer APIs for grounded answers. Comparable to Tako in combining an AI-search product with an API surface for developers.
• Algolia: API-first search platform for developers and product teams, providing structured search-as-a-service. Comparable developer/API go-to-market and search infrastructure orientation.

Broad incumbents

• Perplexity: AI answer engine and consumer search product. Both a Tako customer/partner and a competitor in the broader AI-search category, with a much larger end-user footprint.
• Glean: Enterprise AI search and knowledge assistant. Comparable as a grounded AI-search offering, but focused on internal enterprise corpora rather than licensed external data.
• Brave Search API: Independent search index with a developer API for AI grounding. Comparable as an alternative grounding data source with its own index rather than relying on Bing/Google.

Emerging players

• Hebbia: AI knowledge worker platform for deep research and document analysis. Comparable in targeting research/strategy workflows with cited, structured outputs over authoritative sources.
• Andi: AI-powered conversational search engine returning cited answers with structured visual cards. Overlaps with Tako's knowledge-card UX and cited-answer positioning.

Regional players

• Kagi: Premium ad-free search engine with structured answer results. Comparable in emphasizing trusted, citable results over ad-driven search, though primarily a consumer subscription product.

Market position

Strengths4 records

Weaknesses4 records

Competitive moat5 records

Key risks5 records

Key highlights6 records

Customer concentration

• LinkedInlinkedin.com/company/tako-ai
• Xx.com/takoviz
• Facebookfacebook.com/profile.php

Revenue estimate

Valuation estimate

Number of profiles

Funding overview

Funding rounds1 record

Investors4 records

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Tako