Limbik
Limbik is a cognitive AI company that builds human-validated synthetic audiences to predict how global populations will respond to messages, brands, and content. It serves Fortune 1000 enterprises, advertising agencies, and government and defense organizations via its Cortex platform.
- Company typePrivate
- Founded2016
- HeadquartersNew York, United States
- Headcount11–50
- GTM typeB2B
- OfferingSoftware
What Limbik does
Limbik is a private cognitive AI company founded in 2016 that builds human-validated synthetic audiences used to predict how different populations will respond to messages, brands, policies, and content. Its core technology is a proprietary methodology called Foundation Mapping, which models five psychologically grounded dimensions (beliefs, values, goals, stance patterns, and trust heuristics) and is extended by a Computational Semiotics layer to maintain predictive accuracy across culturally distinct markets. These capabilities are delivered through three products on the Cortex platform: Synthetic Response (real-time audience resonance scoring with sub-10-second simulations), Synthetic Research (simulated focus groups and surveys), and Synthetic Labels (synthetic training data for fine-tuning other AI models).
The platform is offered via API, SaaS, and the Model Context Protocol, and is distributed through AWS Marketplace, Stagwell's Agent Cloud, Claude Connectors, and the Tradewinds Solutions Marketplace. Limbik operates across 70+ countries with claimed coverage of 7,000+ audience segments and 5,000+ processed brands, and reports benchmark accuracy of 3.6 percentage points against Gallup polling and material accuracy advantages over frontier general-purpose LLMs on brand perception tasks. Named customers span Fortune 1000 corporates (Coca-Cola, Dell, Ford, Sanofi, Braze), major advertising and communications groups (WPP, Ogilvy, VML, Burson, Stagwell), and government and defense organizations (Department of War, Department of Homeland Security, NATO StratCom, Booz Allen Hamilton).
Revenue is generated through quote-based annual enterprise subscriptions and licensing, complemented by marketplace-channel distribution. The company is incorporated in Delaware, headquartered in New York per firmographic data with operational presence in Virginia, and has disclosed roughly $4 million in cumulative funding across 2018, 2024, and 2026 Regulation D filings. Leadership includes co-founders Joshua Levin and Zachary M. Schwitzky, with Yasmine El Tabib as VP of Customer Success; the broader management team is not publicly enumerated in the available sources.
Limbik firmographics
Firmographics- Name
- Limbik
- Legal name
- Limbik Inc.
- Website
- https://limbik.com
- Company type
- Private
- Founded year
- 2016
- Operating status
- Operating
- Headcount range
- 11–50 employees
- Short description
- Limbik is a cognitive AI company that builds human-validated synthetic audiences to predict how global populations will respond to messages, brands, and content. It serves Fortune 1000 enterprises, advertising agencies, and government and defense organizations via its Cortex platform.
- Ownership category
- akta.pro rank
Limbik industry classification
Industry- Product category
- AI Audience Intelligence Software
- NAICS
- Marketing Research and Public Opinion Polling (541910)
- SIC
- Services-Prepackaged Software (7372)
- akta.pro primary industry
- RLHF, Human Feedback & Evaluation Data Tools (HDAAALAJ)
- akta.pro secondary industries
- Safety, Alignment & Content Moderation (Guardrails, Red Teaming) (HDAAACAI), Emotion, Sentiment & Paralinguistic Intelligence (HDAAAFAI)
Keywords
Where Limbik is headquartered
LocationHeadquarters
- HQ city
- New York
- HQ country
- United States
- HQ region
- North America
Offices1 record
Markets served
Limbik business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Technology or R&D, Personnel, Marketing or Sales, Operations, Infrastructure
Revenue model
- SaaS Platform Subscription: Access to Limbik's synthetic audience platform via SaaS or API, with availability through MCP protocol. Distributed through AWS Marketplace with pre-committed spend, as well as Stagwell Agent Cloud and Claude connectors.
- Enterprise Licensing: Enterprise agreements for platform access, API, and synthetic audience capabilities governed by separate subscription or enterprise agreements.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Subscription | Annual | Enterprise SaaS/API access |
Go-to-market motion2 records
Distribution channels6 records
Marketing channels4 records
Limbik product offering
Product offeringCore offering
Limbik builds and sells a cognitive AI platform that creates human-validated synthetic audiences to predict how different populations will respond to messages, brands, content, and policy positions. The platform centers on three capabilities: Synthetic Response (real-time audience resonance scoring), Synthetic Research (simulated focus groups and surveys), and Synthetic Labels (synthetic training data for AI models), all powered by a proprietary Foundation Mapping methodology that models five cognitive dimensions—beliefs, values, goals, stance patterns, and trust heuristics—calibrated against real human survey data.
Product overview
Limbik offers a unified cognitive AI platform built around human-validated synthetic audiences. The platform centers on three core capabilities—Synthetic Response (real-time audience resonance scoring), Synthetic Research (simulated focus groups and surveys), and Synthetic Labels (synthetic training data generation)—all powered by the proprietary Foundation Mapping methodology that models five cognitive dimensions: beliefs, values, goals, stance patterns, and trust heuristics. These products are delivered through the Cortex platform via MCP, SaaS, or API, targeting organizations that need research-grade audience prediction across 70+ countries at machine speed.
Differentiator
Problem solved
Functional benefit
Brands
- Cortex: Prediction platform for synthetic audience simulations and real-time resonance scoring.
Products and services
- Synthetic Response Real-time scoring capability that predicts what people believe about any issue or topic and whether messages, content, or ideas will resonate with specific audiences. Evaluates message resonance across defined segments in under 10 seconds.
- Synthetic Research Simulates focus groups, surveys, and audience studies at machine speed with research-grade accuracy. Compresses days of traditional fieldwork into minutes for strategic analysis, risk quantification, and geopolitical impact assessment.
- Synthetic Labels Generates synthetic training data at scale, used to train AI models on how real people think. Provides foundation-mapped profiles and high-resonance prompt-response pairs to make models and agents more emotionally intelligent and population-aligned.
- Cortex Limbik's underlying prediction platform that delivers Synthetic Response, Synthetic Research, and Synthetic Labels capabilities. Available via Model Context Protocol (MCP), SaaS interface, or API for technical integrations.
Quantifiable outcome
- 3.6 percentage points average error against Gallup polling on political belief statements
- +5 more outcomes
Companies that use Limbik
Customer profileNamed customers15 records
Segments4 records
Ideal customer profiles4 records
Limbik technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- Yes
- API docs
- API detail
Core technology
AI maturity
App detail
Integration4 records
AI capability5 records
Feature5 records
Limbik partnerships and signals
Strategic signalPartnerships
Six partnerships are on record, tiered core and major.
- The Marketing Cloud (Stagwell)coreLimbik integrated as a specialized AI agent on Stagwell's Agent Cloud platform for audience resonance prediction across 6,600+ segments in 60+ countries. Platform supports 25,000+ monthly agent interactions and 500+ custom-built agents.
- Better OddscoreStrengthened collaboration in AI-powered intelligence focusing on cognitive AI that simulates human responses to improve decision-making. The companies' advanced AI models are used for strategic analysis, risk quantification, and understanding geopolitical impacts.
- Better OddscoreExpanded collaboration initiated in 2022. Better Odds, a strategic insights company, integrates Limbik's cognitive AI technology into its platform to enhance customers' ability to assess information credibility, detect reputational risks, and obtain strategic foresight. The collaboration targets strategists and business leaders seeking actionable intelligence for high-stakes decisions.
- AWS MarketplacemajorAvailable via pre-committed AWS spend on AWS Marketplace, allowing enterprise customers to access Limbik services through AWS procurement.
- Claude (Anthropic)majorAccess via Claude.ai settings connectors integration, enabling Claude users to leverage Limbik's synthetic audience capabilities.
- Tradewinds Solutions MarketplacemajorAvailable via Tradewinds Solutions Marketplace for defense and government technology procurement.
Scale indicators12 records
Recent moves6 records
Expansion highlights6 records
Limbik competitors and assessment
Company assessmentDirect peers
- Synthetic Users: Synthetic Users offers synthetic-respondent research for UX and product teams. It is the closest category analog to Limbik's Synthetic Research, competing for the same 'simulated audience' procurement budget though with a more UX-leaning product focus.
- Remesh: Remesh runs AI-moderated, real-time qualitative research at scale. It overlaps with Limbik's Synthetic Research on automating focus-group-style insights for enterprise and government buyers.
- Outset: Outset provides AI-moderated qualitative research and synthetic interview analysis. It competes for the same enterprise research-tech budget as Limbik's synthetic-audience platform.
- Quantilope: Quantilope is an automated consumer-insights platform used by Fortune 500 brands. It competes for the same brand and marketing-research buyer that Limbik targets with its Synthetic Response and Synthetic Research products.
- Zappi: Zappi provides an automated consumer-insights platform for advertisers and CPG brands, including ad and concept testing. It overlaps Limbik's brand-perception and content-resonance use cases.
Emerging players
- Listen Labs: Listen Labs offers AI-driven qualitative and quantitative research for brands. It is an emerging competitor in the automated/synthetic research category that Limbik also addresses.
- Glimpse: Glimpse uses AI to surface trend and audience signals for brands and agencies. It has partial overlap with Limbik's belief-tracking and reputation-monitoring capabilities.
Broad incumbents
- Anthropic: Anthropic is a foundation-model provider whose Claude model Limbik benchmarks against. Anthropic could compete with Limbik by adding native persona/survey-calibration features to its models.
- Ipsos: Ipsos is a global market-research incumbent building digital and AI-native research tools. It represents the traditional research competitor moving into the same automated/AI-assisted space as Limbik.
- Nielsen: Nielsen provides large-scale audience measurement and consumer intelligence. As a broad incumbent, it competes for the same enterprise brand-perception and audience analytics budgets Limbik targets.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat5 records
Key risks6 records
Key highlights7 records
Customer concentration
Limbik social profiles
Digital presenceLimbik financial estimates
Financial estimateRevenue estimate
Valuation estimate
Limbik leadership team
Management profileNumber of profiles
Profiles3 records
Limbik funding detail
Funding detailFunding overview
Funding rounds5 records
Investors1 record
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Limbik 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 Limbik
What does Limbik do?
Limbik builds and sells a cognitive AI platform that creates human-validated synthetic audiences to predict how different populations will respond to messages, brands, content, and policy positions. The platform centers on three capabilities: Synthetic Response (real-time audience resonance scoring), Synthetic Research (simulated focus groups and surveys), and Synthetic Labels (synthetic training data for AI models), all powered by a proprietary Foundation Mapping methodology that models five cognitive dimensions—beliefs, values, goals, stance patterns, and trust heuristics—calibrated against real human survey data.
Is Limbik a public or private company?
Limbik is a private company. It is classified as venture growth investor backed and is currently operating.
When was Limbik founded?
Limbik was founded in 2016. It employs 11 to 50 people.
Where is Limbik based?
Limbik is headquartered in New York, United States, in the North America region.
How does Limbik make money?
Two revenue lines are on record. SaaS Platform Subscription is the primary driver. The others are enterprise Licensing.
Who are Limbik's main competitors?
Direct peers on record are Synthetic Users, Remesh, Outset, Quantilope and Zappi. Emerging players are Listen Labs and Glimpse. Broad incumbents are Anthropic, Ipsos and Nielsen.
Does Limbik have an API?
Yes. Limbik offers access via API, SaaS, or MCP (Model Context Protocol). The platform provides real-time synthetic audience scoring and research capabilities through its API.
What industry is Limbik in?
Limbik's product category is AI Audience Intelligence Software. Its primary akta.pro industry code is HDAAALAJ, RLHF, Human Feedback & Evaluation Data Tools, with a secondary code of HDAAACAI, Safety, Alignment & Content Moderation (Guardrails, Red Teaming). Its NAICS code is 541910 and its SIC code is 7372.