Platform

Commerce intelligence that keeps pace with live catalogs.

Unify product metadata, shopper language, editorial selling points, and operations signals in one searchable layer.

01

Catalog Normalization

Standardize product types, colors, materials, capacity, dimensions, and use cases so recommendations stop relying on noisy titles.

02

Search Quality Scoring

Expose search-readiness scores to operators, including missing constraints and low-confidence fields.

03

Guided Recommendation Layer

Turn loose shopping intent into structured fit reasoning across color, type, budget, occasion, and size.