Constructor alternative for Shopify product discovery
Constructor and RecoMelon both address ecommerce product discovery, but the buying decision should be tied to your catalogue and implementation priorities. RecoMelon centres visual product intelligence and carries it across conversational search, smart collections, PDP alternatives and complementary bundles.
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.
Compare the relevance model, discovery surfaces, merchandising workload and implementation path using your own catalogue. Generic feature lists will not reveal how either system handles your hardest products and shopper language.
VisualDNA™ and IntentWeave™ interpret product imagery and catalogue context to form relationships around attributes such as style, colour, silhouette and pattern. Those relationships can support The Index™, Smart Collections, Reveal™ and Bundles™.
Yes. Begin with a category, PDP cohort or discovery surface while the current platform remains in place. Agree ownership, avoid overlapping experiences and measure the selected journey against a baseline. A native Constructor connector is not assumed.
Evaluate relevant product exposure, recommendation engagement, search success, catalogue coverage, conversion and average order value, alongside operational effort and implementation risk.
Bring a category with difficult visual relationships, sparse behavioural history or excessive manual merchandising. We’ll design a focused evaluation.
Compare on your catalogue