Visual search and recommendations for large home décor catalogues
Home décor shoppers decide through colour, motif, finish, scale and room context, yet large catalogues often reduce those choices to rigid filters. RecoMelon turns product imagery and catalogue context into search, collection and recommendation experiences that help shoppers navigate a wider assortment.
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.
Yes. RecoMelon is designed to form visual product relationships across high-SKU catalogues. The published DecoratorsBest case study covers a 230,000-SKU range.
Depending on the category, visual intelligence can distinguish colour families, patterns, textures, finishes, shapes and decorative styles alongside catalogue facts such as price and availability.
Yes. Start with a selected collection, PDP alternative journey or visual discovery surface while the existing search stack remains in place.
Share a difficult category or search journey. We’ll identify where visual intelligence can reduce discovery friction.
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