IntentWeave™ - Visual AI Attribute Generation for Shopify

Turn product imagery into usable catalogue intelligence

Large catalogues change too quickly for every useful merchandising attribute to be created and maintained by hand. IntentWeave™ reads product imagery and converts visual characteristics into structured signals that RecoMelon can use for discovery.

Depending on the category, those signals can include silhouette, neckline, sleeve, texture, colour family, pattern, fit cues and other characteristics that help explain what a shopper is responding to visually.

Reduce dependency on manual tagging

IntentWeave™ enriches the catalogue from imagery already available and gives new or sparsely tagged products a way into recommendation logic. Generated attributes can support VisualDNA™ matching, Dealbreaker™ refinement and other RecoMelon experiences while merchant data and commercial rules continue to contribute where appropriate.

Designed for catalogue velocity

New drops, seasonal ranges and long-tail products can be understood consistently without waiting for a manual enrichment project, helping discovery keep pace with the catalogue.