How does RecoMelon's VisualDNA technology work?

What VisualDNA does

VisualDNA is RecoMelon's visual AI engine for Shopify product recommendations. It interprets product imagery to understand visual similarity and shopper intent in real time.

How VisualDNA builds recommendation relevance

• Reads visual signals such as silhouette, color relationships, pattern, and texture.
• Creates a visual map of your catalog for product-to-product matching.
• Serves recommendations based on what the shopper is viewing now, not old purchase behavior.

Why this outperforms basic "customers also bought" logic

Collaborative filtering depends on historical transactions. VisualDNA can recommend effectively even when data is sparse, catalogs change quickly, or new products have no sales history.

What to expect after activation

• More visually coherent recommendations on PDPs.
• Faster discovery of relevant alternatives.
• Improved confidence in product exploration.

How to improve output quality

• Use high-quality product images with consistent framing.
• Ensure variant imagery is accurate.
• Allow indexing time for large catalogs.

Need enterprise help instead?

If your catalog is complex or multi-region, book an enterprise merchandising strategy call. RecoMelon can configure visual recommendation strategy, attribution, and rollout for your team.