See Every Product
Through Its Attributes
Attribute Intelligence is the foundational data layer of Product Intelligence. It covers two of Harmonya's three attribute types: market attributes, what the market says about a product, and measured attributes, the objective values like grams of protein, milligrams of an active ingredient, or thread count. Enriched, normalized, and continuously updated at the UPC level, ready to feed every decision.
The Data Layer That Powers Everything Else
Two attribute types, market and measured, plus the tools that turn them into immediate, actionable intelligence, and the identity resolution that matches products across UPCs, ASINs, and IDs even when retailers use different taxonomies.
From Clean Data To Commercial Decisions
Three high-impact use cases that turn enriched product attributes into measurable business outcomes.
E-Commerce Optimization
Use AI Readiness Audits and Digital Shelf Intelligence to understand exactly how your products show up when consumers search. Identify where your PDP content is missing the attributes shoppers are looking for and prioritize content updates that directly improve discoverability and conversion.
Data Foundation for Category Strategy
Replace fragmented, manually maintained product taxonomies with a continuously enriched attribute dataset. Give every team, from category management to sales to R&D, a shared, normalized view of the category that updates automatically as products launch and claims evolve.
Regulatory & Ingredient Risk
Cross-reference your product attributes against regulatory risk databases. The Ingredient Risk Monitor tracks ingredients facing scrutiny, bans, or reformulation pressure, giving your quality and compliance teams early warning before regulatory changes hit the shelf.
Real Outcomes
From Real Teams
Enterprise CPG teams use Attribute Intelligence to build the data foundation their legacy tools can't provide.
Fortune 100 CPG - Redefining Attribution
A Fortune 100 CPG company used Harmonya's enrichment engine to completely redefine their product data attribution methodology, replacing a manual process that couldn't keep pace with category complexity and giving their teams a scalable, AI-powered attribute layer.
Fortune 100 CPG - Automating Data Attribution
A Fortune 100 CPG manufacturer automated their entire product data attribution process through Harmonya, eliminating months of manual taxonomy work and enabling real-time attribute updates across their full portfolio.
Cross-Category Growth Trends
A global CPG company applied Harmonya's enriched attribute data across multiple categories to identify cross-category growth trends invisible in traditional data sources, connecting attribute-level signals across food, beverage, and personal care to prioritize innovation investment.
Part Of A Complete Intelligence Framework
Attribute Intelligence is one of three Intelligence Modules built on the industry's deepest product-attribute dataset. Each module delivers a different lens on your category.
Demand Intelligence
Map the growth themes reshaping your category. Demand Intelligence clusters enriched product attributes into demand themes, maturity curves, and brand scorecards so your team can see where growth is accelerating and where white space exists.
Consumer Intelligence
Hear what your category's consumers are really saying. Consumer Intelligence connects ratings, reviews, and sentiment data to the same enriched attribute framework, revealing how shoppers talk about the themes driving your category.
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See What Attribute Intelligence Looks Like For Your Category
Get a personalized walkthrough of the enrichment engine, AI readiness scoring, and digital shelf tools for your specific category.