Label Insight

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.

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

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

• Product attribute intelligence
• Food label data platform
• CPG product data analytics
• Nutrition data SaaS
• Retail product discovery

Headquarters

HQ city

Chicago

HQ country

United States

HQ region

North America

Markets served

GTM type

B2B

Offering type

Software

Cost components

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

Revenue model

1. 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.
2. 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

Core 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

Named customers2 records

Segments3 records

Ideal customer profiles3 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

AI capability2 records

Feature7 records

Scale indicators5 records

Recent moves6 records

Expansion highlights6 records

Direct 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

• Xx.com/labelinsight

Revenue estimate

Valuation estimate

Number of profiles

Profiles4 records

Funding overview

Funding rounds10 records

Investors10 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 Label Insight