Visual AI discovery for Shopify jewelry brands
Jewelry discovery is shaped by metal, stone, scale, motif and how pieces work together. RecoMelon uses product imagery and catalog context to help shoppers find visually aligned alternatives and complementary combinations across PDPs, collections and baskets.
Search that understands what shoppers mean. Conversational and contextual search interprets style, color, attributes and intent. Dynamic merchandising balances commercial and catalog 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 visualize 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.
The discovery problem
A shopper seeking another pendant has a different task from someone completing a stack or coordinated set. Motif, visual scale and color can influence both decisions, but matching product types alone will not distinguish them.
Define which journey the first test should improve. Keep visible aesthetic preferences separate from facts about metal, stones, dimensions or other specifications that need authoritative product data.
Fit and implementation
Shop Similar and Reveal™ can be evaluated for visually aligned alternatives. Bundles™ supports complementary choices around a product, making it a different surface to assess for set-building.
Review representative matches with merchandisers and agree inclusion, exclusion and availability rules. Catalog data remains the source of truth for material, stone specification, size, price and markets; imagery should not be used to infer those facts or regulated claims.
Evaluation and evidence
For an alternatives journey, review relevance, products explored and continuation towards purchase. For complementary sets, also assess which additional items are selected and the resulting basket value.
Use consistent attribution and account for promotions or stock changes. Include the work required to inspect combinations and maintain product facts, then expand only the surface that demonstrates useful shopper value.
RecoMelon can connect pieces through visual characteristics and complementary intent. That supports both similar-item discovery and set-building journeys.
Yes. Bundles™ and StyleSets™ are designed for complementary logic, helping brands suggest pieces that complete a stack or look rather than simply repeating the same product type.
Visual relationships can bring new products into discovery without waiting for a long purchase history.
Bring a collection, stack or gifting journey. We’ll map the product relationships RecoMelon can make easier to explore.
Request a catalog review