Label Insight
Label Insight is a SaaS product attribute intelligence platform under NielsenIQ that provides 27,000+ attributes per product to 30,000+ brands, 350 retailers, the FDA, and USDA, covering allergens, nutrients, sustainability, and diet/lifestyle claims beyond the physical label.
- Company typePrivate
- Founded2008
- HeadquartersChicago, United States
- Headcount51–100
- GTM typeB2B
- OfferingSoftware
What Label Insight does
Label Insight is a SaaS product attribute intelligence platform that operates as a solution within NielsenIQ (NIQ), the data and analytics arm of Nielsen. The platform covers 99% of consumer queries with over 27,000 attributes per product, extending beyond physical product labels to capture allergens, nutrient content, ingredients, diet/lifestyle claims, sustainability practices, and clean label attributes. The technology serves as the source of truth for over 30,000 brands, 350 retailers, and government agencies including the FDA and USDA for product attribute verification and standardization across the U.S. food supply chain.
The platform delivers a modular solution suite addressing both retailer and CPG brand use cases. Retailer-facing modules include Digital Discovery (curated product content for shopper experience), Turnkey Widgets (health and wellness programs), and Retail Media (attribution-powered audience targeting for higher ROI media programs). CPG brand-facing modules include Item Setup (validated product database integrated with PIM providers), Trending Attributes (consumer search analytics), SmartLabel (label transparency implementation), Custom Attributes (proprietary attribute development), and Market Navigator (data lake analytics and competitive intelligence). The underlying technology processes structured data at scale and integrates with top PIM providers for seamless item setup and validation workflows.
Revenue is generated through enterprise data platform licensing on a subscription/recurring basis, supplemented by professional services for implementation, custom attribute development, and PIM integration. Distribution occurs via direct enterprise sales (Request a demo approach), self-serve platform access (app.labelinsight.com), and embedded integrations with PIM providers. The company is legally structured as Nielsen Consumer LLC, a Delaware limited liability company, and is headquartered in Chicago with 51-100 employees. Prior to NIQ integration, Label Insight raised approximately $35.5M across multiple funding rounds from 2012-2017, with strategic investors including Delta-v Capital, KPMG Capital, dunnhumby Ventures, Cultivation Capital, and Serra Ventures.
Label Insight firmographics
Firmographics- Name
- Label Insight
- Legal name
- Nielsen Consumer LLC
- Website
- https://labelinsight.com
- Company type
- Private
- Founded year
- 2008
- Operating status
- Operating
- Headcount range
- 51–100 employees
- Short description
- Label Insight is a SaaS product attribute intelligence platform under NielsenIQ that provides 27,000+ attributes per product to 30,000+ brands, 350 retailers, the FDA, and USDA, covering allergens, nutrients, sustainability, and diet/lifestyle claims beyond the physical label.
- Ownership category
- akta.pro rank
Label Insight industry classification
Industry- Product category
- Product Attribute Intelligence Platform
- NAICS
- Packaging and Labeling Services (56191)
- SIC
- Coating, Engraving & Allied Services (3470)
- akta.pro primary industry
- Label Artwork/Regulatory Review & Compliance Consulting (FDA/USDA/EFSA; format, allergens, QUID) (AFALAHAL)
- akta.pro secondary industry
- Ingredient & Sub-Ingredient Label Claim Verification (incl. compound ingredients) (AFALAHAC)
Keywords
Where Label Insight is headquartered
LocationHeadquarters
- HQ city
- Chicago
- HQ country
- United States
- HQ region
- North America
Markets served
Label Insight business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Technology or R&D, Personnel, Operations, Marketing or Sales, Infrastructure
Revenue model
- Data Platform Licensing: Label Insight generates revenue through licensing its product attribute data platform to brands and retailers. The platform provides data access via API and custom integrations with PIM providers for item setup and validation.
- Professional Services: Professional services for implementation, custom attribute development, and integration with customer systems including PIM providers.
Go-to-market motion2 records
Distribution channels3 records
Marketing channels5 records
Label Insight product offering
Product offeringCore offering
Label Insight provides a product attribute intelligence SaaS platform that delivers over 27,000 attributes per product across categories including allergens, nutrients, ingredients, diet/lifestyle, sustainability, and clean label claims. It serves CPG brands, retailers, and government agencies with solutions for digital discovery, retail media attribution, item setup, SmartLabel implementation, trending attributes analytics, and custom attribute development, distributed via direct enterprise sales, self-serve platform access, and PIM provider integrations.
Product overview
Label Insight is a product attribute intelligence platform and solution suite under NIQ (NielsenIQ) that provides comprehensive product data coverage with over 27,000 attributes per product. The platform operates across both retailer and CPG brand segments with a modular solution architecture. For retailers, the suite includes Digital Discovery (shopper experience optimization), Turnkey Widgets (health and wellness programs), and Retail Media (attribution-powered audience targeting). For CPG brands, solutions include Item Setup (product database validation), Trending Attributes (consumer search insights), SmartLabel (label transparency implementation), Custom Attributes (proprietary attribute development), and Market Navigator (competitive intelligence and data lake analytics). The platform covers 99% of consumer queries and serves over 30,000 brands, 350 retailers, the FDA, and USDA as the source of truth for product attribution.
Differentiator
Problem solved
Functional benefit
Products and services
- Label Insight Platform
Quantifiable outcome
- 99% of consumer queries are covered by Label Insight technology
- +3 more outcomes
Companies that use Label Insight
Customer profileNamed customers2 records
Segments3 records
Ideal customer profiles3 records
Label Insight technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
AI capability2 records
Feature7 records
Label Insight partnerships and signals
Strategic signalScale indicators5 records
Recent moves6 records
Expansion highlights6 records
Label Insight competitors and assessment
Company assessmentDirect peers
- Circana: Circana (formerly IRI + NPD) is a direct competitor providing CPG and retail measurement, product tracking, and shopper insights. It overlaps directly with Label Insight on syndicated product/attribute data sold to CPG brands and retailers.
- SPINS: SPINS is a direct competitor specializing in wellness, natural, and organic product attribute data for CPG brands and retailers. Its product attribute and dietary/lifestyle claim taxonomy overlaps closely with Label Insight's core offering.
- Numerator: Numerator is a direct competitor providing consumer panel and purchase behavior data for CPG brands and retailers, often combined with attribute-level analysis to inform assortment and marketing decisions.
Broad incumbents
- Mintel: Mintel is a broad incumbent in CPG market research and product innovation insights, providing product launch tracking, ingredient/claim-level analysis, and consumer trend reports overlapping with Label Insight's Market Navigator and Trending Attributes modules.
- Euromonitor International: Euromonitor is a broad incumbent offering global market research across CPG categories, including product attribute and consumer trend analysis — overlapping with Label Insight's competitive intelligence and innovation offerings.
- NielsenIQ: NielsenIQ (NIQ) is the parent company and also a peer in syndicated retail measurement, CPG insights, and consumer panel data — providing overlapping capabilities via its broader portfolio of measurement products.
Emerging players
- Datassential: Datassential is an emerging player focused on food and beverage industry intelligence, menu/claims tracking, and consumer trend data — overlapping with Label Insight's product attribute and dietary/lifestyle categorization work.
- Innova Market Insights: Innova Market Insights is an emerging player in food and beverage innovation tracking, with deep coverage of ingredient claims, dietary trends, and new product attributes — directly comparable to Label Insight's CPG-focused modules.
- PowerReviews: PowerReviews provides product content, ratings/reviews, and Q&A tools for retailers and brands. It overlaps with Label Insight's Digital Discovery module in helping retailers surface rich product content to shoppers.
- Yuka: Yuka is a consumer-facing food product scanner that decodes labels and ingredient lists to score healthfulness — operating downstream of Label Insight's data, with potential to commoditize attribute interpretation for end consumers.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat6 records
Key risks6 records
Key highlights6 records
Customer concentration
Label Insight social profiles
Digital presenceLabel Insight financial estimates
Financial estimateRevenue estimate
Valuation estimate
Label Insight leadership team
Management profileNumber of profiles
Profiles4 records
Label Insight funding detail
Funding detailFunding overview
Funding rounds10 records
Investors10 records
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Label Insight 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 Label Insight
What does Label Insight do?
Label Insight provides a product attribute intelligence SaaS platform that delivers over 27,000 attributes per product across categories including allergens, nutrients, ingredients, diet/lifestyle, sustainability, and clean label claims. It serves CPG brands, retailers, and government agencies with solutions for digital discovery, retail media attribution, item setup, SmartLabel implementation, trending attributes analytics, and custom attribute development, distributed via direct enterprise sales, self-serve platform access, and PIM provider integrations.
Is Label Insight a public or private company?
Label Insight is a private company. It is classified as corporate owned and is currently operating.
When was Label Insight founded?
Label Insight was founded in 2008. It employs 51 to 100 people.
Where is Label Insight based?
Label Insight is headquartered in Chicago, United States, in the North America region.
How does Label Insight make money?
Two revenue lines are on record. Data Platform Licensing is the primary driver. The others are professional Services.
Who are Label Insight's main competitors?
Direct peers on record are Circana, SPINS and Numerator. Broad incumbents are Mintel, Euromonitor International and NielsenIQ. Emerging players are Datassential, Innova Market Insights, PowerReviews and Yuka.
Does Label Insight have an API?
No public API is recorded for Label Insight.
What industry is Label Insight in?
Label Insight's product category is Product Attribute Intelligence Platform. Its primary akta.pro industry code is AFALAHAL, Label Artwork/Regulatory Review & Compliance Consulting (FDA/USDA/EFSA; format, allergens, QUID), with a secondary code of AFALAHAC, Ingredient & Sub-Ingredient Label Claim Verification (incl. compound ingredients). Its NAICS code is 56191 and its SIC code is 3470.