Visual product discovery alongside Elasticsearch
Elasticsearch can underpin customised search and retrieval systems. RecoMelon offers a Shopify-focused product-discovery layer that applies visual and catalogue intelligence across search, collections, PDP alternatives and complementary bundles. Brands can assess where RecoMelon adds value without assuming the existing search infrastructure must be removed.
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, subject to an implementation review. An Elasticsearch-based search experience can remain in place while RecoMelon is evaluated on selected visual discovery, recommendation or merchandising surfaces.
Document catalogue ingestion, index and ranking responsibilities, UI ownership, analytics, market handling and fallback behaviour before launch.
No native Elasticsearch connector is assumed. The integration path should be scoped to the brand’s existing architecture.
Bring the current architecture, catalogue model and weakest discovery journeys. We’ll map a focused RecoMelon evaluation.
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