ColdStart™ - Instant New Product Recommendations for Shopify

Give new products a discovery path from day one

Traditional recommendation engines often favour products with the richest behavioural history. ColdStart™ removes that disadvantage by using product imagery and visual intelligence to place new drops, seasonal edits and low-history SKUs into the recommendation graph immediately.

No sales history required

VisualDNA™ gives RecoMelon useful product relationships before clicks and purchases accumulate. That means a new SKU can be discovered because of what it looks like and how it relates to the catalogue, not because it has already become popular.

Built for fast-moving assortments

For brands launching products frequently, ColdStart™ reduces the lag between publication and discovery. Newness no longer has to mean invisibility inside recommendation systems.