Black Swan Data
Black Swan Data is a London-based AI and data science company that builds the Trendscope social prediction platform, helping enterprise CPG companies forecast consumer trends, optimize product concepts, and reduce innovation risk using NLP and machine learning on millions of online conversations.
- Company typePrivate
- Founded2014
- HeadquartersLondon, United Kingdom
- Headcount101–250
- GTM typeB2B
- OfferingSoftware
What Black Swan Data does
Black Swan Data Ltd is a London-headquartered data science company, founded in 2014 by Steve King and Hugo Amos, that builds an AI-powered consumer trend prediction platform primarily for Consumer Packaged Goods (CPG) enterprises. Its flagship product, Trendscope, applies natural language processing and machine learning to millions of consumer conversations drawn from social media (TikTok, Instagram, X, Pinterest), forums, reviews, news, and blogs to identify and predict which trends will sustain versus fade. The company claims 89% prediction accuracy, validated monthly against real market outcomes, and uses a proprietary TPV (Trend Prediction Value) metric to rank trends by maturity and future growth potential. The platform is augmented by complementary products including Horizon (category landscape reporting), the Concepts Tool (AI-powered concept scoring co-developed with PepsiCo), Quick Reports (AI-generated presentation decks), and an Insights Hub of expert content, with GenAI additions (Concepts App, ChatAI) slated for 2025.
The company monetizes Trendscope primarily through annual enterprise SaaS subscriptions on a quote-based model, layered with professional services and consultative delivery through dedicated account managers. Its customer base is concentrated in F500 CPG, with named logos including PepsiCo, Procter & Gamble, Johnson & Johnson, S.C. Johnson, Edgewell Personal Care, Moet Hennessy, Heineken, Henkel, Cosnova, Mondelez International, Glanbia Performance Nutrition, and Harley-Davidson, plus adjacent partnerships in travel (Gategroup). Black Swan operates from four global offices (London, New York, Cape Town, Szeged) with 160 employees across 26 nationalities. In June 2022 it raised $18.5 million led by Oxx with AlbionVC participation, and in June 2025 it was acquired by Mintel, with Black Swan continuing to operate as a standalone business combining predictive social data with Mintel's structured product and market intelligence.
Black Swan Data firmographics
Firmographics- Name
- Black Swan Data
- Legal name
- Black Swan Data Ltd
- Website
- https://blackswan.com
- Company type
- Private
- Founded year
- 2014
- Operating status
- Acquired
- Headcount range
- 101–250 employees
- Short description
- Black Swan Data is a London-based AI and data science company that builds the Trendscope social prediction platform, helping enterprise CPG companies forecast consumer trends, optimize product concepts, and reduce innovation risk using NLP and machine learning on millions of online conversations.
- Ownership category
- akta.pro rank
Black Swan Data industry classification
Industry- Product category
- Consumer Trend Intelligence and Predictive Analytics Software for CPG
- NAICS
- Marketing Research and Public Opinion Polling (541910), Software Publishers (513210)
- SIC
- Services-Advertising (7310)
- akta.pro primary industry
- Market Research & Consumer Insights (BPAHALAA)
- akta.pro secondary industries
- Market, Shopper & Category Insights / Research Services (CRAOAOAI), Data Analytics Integration & Insight Platforms (Research Ops, Dashboards, Insight Repositories) (MPAAALAO)
Keywords
Where Black Swan Data is headquartered
LocationHeadquarters
- HQ city
- London
- HQ country
- United Kingdom
- HQ region
- Europe
Offices4 records
Markets served
Black Swan Data business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Personnel, Technology or R&D, Marketing or Sales, Operations, Infrastructure
Revenue model
- SaaS Platform Subscription: Trendscope platform delivered as SaaS subscription service to enterprise CPG companies. Revenue generated through annual or multi-year subscription contracts with enterprise clients. Platform provides continuous access to trend intelligence, insights, and predictive analytics.
- Professional Services: Consulting and advisory services working directly with client teams on specific innovation projects, trend analysis, and concept optimization. Includes collaboration on custom reports and strategic insights.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Subscription | Annual | Enterprise SaaS subscription - custom pricing based on scope |
Go-to-market motion2 records
Distribution channels3 records
Marketing channels10 records
Black Swan Data product offering
Product offeringCore offering
Black Swan Data sells a SaaS Social Prediction platform called Trendscope that uses AI, NLP, and machine learning to analyze millions of consumer conversations from social media, forums, reviews, news, and blogs in order to predict which emerging consumer trends will sustain growth versus fade, and to help CPG companies prioritize trends, optimize product concepts, and identify category growth drivers. The company also delivers adjacent products (Horizon, Concepts Tool) and professional consulting services to enterprise CPG clients such as PepsiCo, P&G, Johnson & Johnson, S.C. Johnson, Heineken, Moët Hennessy, Henkel, and Edgewell Personal Care.
Product overview
Black Swan Data offers an AI-native innovation platform primarily serving Consumer Packaged Goods (CPG) companies. The core platform is Trendscope, a Social Prediction tool that analyzes consumer conversations to predict trends with 89% accuracy. The platform includes modules for growth drivers identification, brand mapping, trend prioritization, and concept optimization. Supporting products include Horizon for category landscape reporting, the Concepts Tool for AI-powered concept scoring, Quick Reports for instant trend analysis, and Insights Hub for expert thought-leadership. The platform curates millions of online conversations into actionable insights across food, beverage, beauty, personal care, home care, and other CPG categories.
Differentiator
Problem solved
Functional benefit
Products and services
- Trendscope AI-powered Social Prediction SaaS platform that analyzes millions of consumer conversations across social media, forums, reviews, news, and blogs to predict emerging trends with 89% monthly-validated accuracy. Enables CPG innovators to identify growth drivers, map brands, prioritize trends, and optimize concepts.
- Horizon AI-driven category landscape reporting tool that provides comprehensive analysis of category trends and competitive positioning for CPG companies.
- Concepts Tool AI-powered tool co-developed with PepsiCo that scores and optimizes product concepts against real-time consumer data, improving concept results and reducing wasted innovation spend for CPG product innovation teams.
Quantifiable outcome
- $64m incremental sales revenue generated from optimized product concepts (5 concepts moved from bottom 50% to top 20%, two in top 5%)
- +3 more outcomes
Companies that use Black Swan Data
Customer profileNamed customers15 records
Segments4 records
Ideal customer profiles1 record
Black Swan Data technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
AI capability4 records
Feature8 records
Black Swan Data partnerships and signals
Strategic signalPartnerships
Five partnerships are on record, tiered minor and core.
- Kyowa Hakko USAminorKyowa Hakko USA partnered with Mintel and Black Swan Data to analyze Cognizin (citicoline) as a functional ingredient. The analysis found 65% of global product launches featuring Cognizin carry brain or nervous system benefit claims, with North America (49%) and Europe (34%) accounting for the majority of launches.
- MintelcoreMintel, a global leader in market intelligence, acquired Black Swan Data in June 2025. Black Swan will continue to run as a standalone business while combining predictive social data with Mintel's structured product and market data. The partnership aims to pioneer a new era of predictive intelligence and create a new industry standard for understanding and predicting consumer behavior. Matthew Nelson, Group CEO of Mintel, stated shared vision for embedded market intelligence as trusted copilots for clients.
- GategroupminorCo-created travel and tourism trends report for 2026+ exploring how passenger expectations and needs are evolving across the end-to-end travel experience.
- Glanbia Performance NutritionminorSponsored webinar partnership exploring the future of nutrition. Glanbia uses Black Swan's AI to predict future consumer trends in the nutrition space.
- AdAgeminorJoint webinar on sustainability trends with AdAge. Black Swan presented AI-powered social intelligence analyzing Gen Z consumer trends and sustainability battlegrounds.
Scale indicators7 records
Recent moves6 records
Expansion highlights6 records
Black Swan Data competitors and assessment
Company assessmentBroad incumbents
- Mintel: Global market intelligence leader and now Black Swan's parent company. Directly comparable because both serve CPG with consumer insights, but Mintel offers a much broader structured market/product data portfolio that historically complemented (and now subsumes) Black Swan's social prediction.
- NielsenIQ: Global consumer intelligence and measurement company serving CPG/FMCG. Comparable because it offers large-scale retail and consumer data, predictive analytics, and category-level insights aimed at the same CPG buyer persona.
- GfK: Consumer goods market research firm with strong consumer panel and category forecasting offerings. Comparable because it serves the same CPG enterprise customers and competes for the same innovation and category insight budgets.
- Ipsos: Global market research and consumer insights firm. Comparable because it delivers syndicated and custom research to CPG/retail clients, often overlapping with Black Swan's category intelligence use cases.
Direct peers
- Brandwatch: AI-powered consumer intelligence and social listening platform. Closely comparable because it ingests social/online conversations, applies NLP, and delivers trend, brand, and audience insights to enterprise marketers including CPG brands.
- Talkwalker: Consumer intelligence platform combining social listening, trend analytics, and AI-driven insights. Comparable because it targets the same enterprise CPG/retail buyers with social-data-driven trend and brand analytics.
- NetBase Quid (Quid): AI-driven consumer and market intelligence platform using NLP on unstructured text including social, news, and reviews. Directly comparable to Black Swan's NLP/taxonomy-driven approach to trend discovery for CPG/enterprise customers.
Emerging players
- Sprinklr: Enterprise customer experience and social media management platform with AI analytics on social data. Comparable in social-data ingestion and analytics, though its core is broader customer experience rather than CPG innovation trends.
- Latana: AI-driven brand tracking and consumer insights platform for marketers. Comparable as a tech-forward, AI-native alternative for brand and trend insights aimed at CPG and consumer brands, though smaller scale.
Others
- CB Insights: Market intelligence platform using AI to track trends across industries. Comparable in the broader 'AI-driven trend intelligence' category but skews toward tech/finance rather than CPG consumer trends.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat5 records
Key risks6 records
Key highlights7 records
Customer concentration
Black Swan Data social profiles
Digital presenceBlack Swan Data compliance and trust
Trust signalCompliance2 records
Black Swan Data financial estimates
Financial estimateRevenue estimate
Valuation estimate
Black Swan Data leadership team
Management profileNumber of profiles
Profiles8 records
Black Swan Data funding detail
Funding detailFunding overview
Funding rounds3 records
Investors4 records
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Black Swan Data 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 Black Swan Data
What does Black Swan Data do?
Black Swan Data sells a SaaS Social Prediction platform called Trendscope that uses AI, NLP, and machine learning to analyze millions of consumer conversations from social media, forums, reviews, news, and blogs in order to predict which emerging consumer trends will sustain growth versus fade, and to help CPG companies prioritize trends, optimize product concepts, and identify category growth drivers. The company also delivers adjacent products (Horizon, Concepts Tool) and professional consulting services to enterprise CPG clients such as PepsiCo, P&G, Johnson & Johnson, S.C. Johnson, Heineken, Moët Hennessy, Henkel, and Edgewell Personal Care.
Is Black Swan Data a public or private company?
Black Swan Data is a private company. It is classified as corporate owned and is currently acquired.
When was Black Swan Data founded?
Black Swan Data was founded in 2014. It employs 101 to 250 people.
Where is Black Swan Data based?
Black Swan Data is headquartered in London, United Kingdom, in the Europe region.
How does Black Swan Data make money?
Two revenue lines are on record. SaaS Platform Subscription is the primary driver. The others are professional Services.
Who are Black Swan Data's main competitors?
Broad incumbents on record are Mintel, NielsenIQ, GfK and Ipsos. Direct peers are Brandwatch, Talkwalker and NetBase Quid (Quid). Emerging players are Sprinklr and Latana. CB Insights is listed as an others.
Does Black Swan Data have an API?
No public API is recorded for Black Swan Data.
What industry is Black Swan Data in?
Black Swan Data's product category is Consumer Trend Intelligence and Predictive Analytics Software for CPG. Its primary akta.pro industry code is BPAHALAA, Market Research & Consumer Insights, with a secondary code of CRAOAOAI, Market, Shopper & Category Insights / Research Services. Its NAICS code is 541910 and its SIC code is 7310.