Visual AI search and recommendations for Shopify footwear
A shoe can be almost right in shape, colour, material or occasion but fail on one decisive attribute. RecoMelon helps shoppers preserve the parts they like while exploring visually aligned alternatives across a footwear catalogue.
Search that understands what shoppers mean. Conversational and contextual search interprets style, colour, attributes and intent. Dynamic merchandising balances commercial and catalogue priorities, while inline Shop Similar and integrated LiveGrid™ UGC keep shoppers discovering without returning to a static results grid.
Shop Similar, directly from the product image. When a product is "almost right", Reveal™ offers visually aligned alternatives from within the primary product image, above the fold. Shoppers stay on the PDP and keep their intent while finding an alternative without the attribute stopping the purchase.
Turn “almost right” into another relevant option. Shop Similar keeps high-intent shoppers exploring with visually matched alternatives based on the product they are already considering - helping them refine their choice without starting their search again.
Turn one product into a complete look. Complementary recommendations create multiple looks around a chosen product, with configurable discounts and multi-buy offers to increase AOV. Bundle Rescue swaps unavailable or unsuitable items for visually similar alternatives without breaking the set. Integrated LiveGrid™ content helps shoppers visualise the combination.
Abandoned Cart Email Rescue. Sending shoppers back to rejected products repeats the problem. SecondLook™ restores the abandoned basket and offers visually matched alternatives for each item - helping shoppers find a better fit while preserving basket intent and cross-sell opportunities.
RecoMelon can interpret visual characteristics such as silhouette, colour, material cues, heel or sole profile and style intent. Catalogue data can add size, price, availability and market context.
They let shoppers refine recommendations around the non-negotiable characteristic behind the decision, reducing irrelevant alternatives at the point of highest intent.
Use it in search, Smart Collections, PDP alternatives, recommendation shelves and complementary outfit or accessory bundles.
Share a high-exit PDP group or difficult footwear category. We’ll define a focused discovery test.
Request a catalogue review