Harmonya

Harmonya is a product intelligence company for consumer packaged goods brands and retailers. Its platform ingests product listing data — retailer listings, product images, ingredient and label information, ratings, Q&A, web and social content — and consumer reviews, then enriches and normalizes that material at the UPC (barcode) level. The result is a structured layer of attributes covering claims, benefits, textures, flavors, pairings, occasions, dietary properties and packaging, which the company reports spans more than 40 million enriched products, over 17,000 tracked attributes and more than 103 million connected consumer reviews.

The offering is packaged into three connected intelligence modules and two data foundations. Demand Intelligence clusters attribute-level signals into category demand themes, places each theme on a maturity curve from emerging to saturated, and produces brand scorecards that index a client's brands and competitors against those themes. Consumer Intelligence connects ratings, reviews and sentiment to the same attribute framework to show how shoppers describe products. Attribute Intelligence structures market and measured attributes at the UPC level so systems and teams share a common product vocabulary. Alongside these, a Nutrition Profile product reports measured grams of protein, sugar and fiber, and a Product Catalog product provides standard or custom, continuously maintained product attribution.

Common applications cited by the company include assortment optimization (expand, delist or localize decisions by retailer), promotion planning, brand messaging and packaging claims, shopper insights, retail media targeting, innovation pipeline prioritization, retailer storytelling and omnichannel strategy across retailers where UPCs and listings do not match. The platform is positioned as enterprise-ready for complex catalogs and large retailers.

Founding story

Harmonya started from the premise that data is an underleveraged asset in retail and CPG, where companies rely on legacy systems and a small number of service-driven data incumbents, and where most global CPGs — lacking direct consumer sales — depend on third parties or retail partners for sales metrics. The founders ran an ideation process with industry experts and practitioners to validate and refine the premise, then worked with Team8, their first backer, which contributed initial capital and its foundry approach. A year in stealth with technology and data executives at large retailers and brands led to the conclusion that every domain in the commerce value chain — supply chain, e-commerce, marketing, insights and analytics — depends on rich, granular product data that the industry lacked. The company was founded in 2021 by a team of engineers, data scientists and industry veterans.

Business model

Harmonya sells a B2B enterprise software platform to consumer packaged goods manufacturers and retailers. Customers access intelligence modules (Demand, Consumer, Attribute) plus catalog and nutrition data products, delivered either as a standard Harmonya catalog or as a custom catalog mapped to a client's own attribute schema and maintained to the client's specification. Engagements are described as delivering recurring outputs — demand themes, a theme maturity curve, and brand scorecards — used by insights, category, e-commerce, marketing and innovation teams, with prospects entering through demo requests.

Enterprise software and data subscriptions sold to CPG brands and retailers, spanning intelligence modules and standard or custom product catalog services; specific pricing is not disclosed.

Traction

The company reports enriching more than 40 million products across more than 17,000 attributes and connecting more than 103 million consumer reviews. It states that it is trusted by Fortune 500 companies including six of the top 10 global CPG brands. Published customer outcomes include Coca-Cola's shelf strategy team using Demand Intelligence over six months to identify attribute-level gaps between demand signals and shelf assortment, a leading ready-to-drink coffee manufacturer identifying $1.2B in whitespace opportunities through demand theme mapping, and a global CPG company identifying $300M+ in addressable demand across its protein and nutrition portfolio using the Theme Maturity Curve. One third-party directory lists headcount at approximately 52.

Latest developments

In January 2025 Harmonya announced a strategic investment from dunnhumby ventures alongside existing investors Bright Pixel Capital and Team8, to be used to accelerate its AI platform and advance its 2025 roadmap. The company's current site organizes the platform into Demand, Consumer and Attribute Intelligence modules with Nutrition Profile and Product Catalog data products, and it is promoting a report on trends, claims and white space in beauty and personal care.