Harmonya

Attribute Intelligence is the enriched product data foundation for CPG: 40M+ products across 17,000+ attributes for digital shelf and category strategy.

Harmonya builds and maintains one complete, accurate product layer at the UPC level. Every attribute predicted, filled, and kept current automatically.

Consumer Intelligence connects millions of product reviews to enriched attributes, turning sentiment into structured signals for messaging and innovation.

Demand Intelligence maps the themes, maturity curves, and brand scorecards shaping a category to show CPG teams what drives growth.

Cold brew topped the 2025 beverage bracket, with review mentions up 176% year over year. The page ranks 64 beverage tags and identifies the fastest-rising flavors.

The page states that each one-point gain in search relevance can lift conversion by 15 to 25 percent and discusses how incomplete product data affects AI shopping agents in grocery retail.

AI data enrichment appends missing information, corrects inaccuracies, and adds context to existing product datasets. Definition, use cases, and where it fits.

The page discusses optimizing product assortment with data, choosing category management strategy software, and how attribute-level demand intelligence fits the stack.

Harmonya lists open roles in engineering, data science, and go-to-market across its New York, Tel Aviv, and remote teams.

Harmonya is a product intelligence company for CPG and retail. The page presents its team, mission, and story.

The page describes product-level category insights for CPG and retail, spanning demand themes, consumer sentiment, and product attributes.