Guide every shopper with personalized product recommendations

Crobox's product recommendation tool delivers personalized product suggestions using business rules, similar visitor behavior, and real-time shopper input - helping you increase basket size and boost AOV.
Personalized product recommendations

The smartest way to recommend products that actually convert

The Crobox Product Recommendation Engine delivers personalized product suggestions - whether it's a complementary item in a "shop the look" experience or an alternative that better fits the shopper's preferences. It combines business logic (like most popular or new arrivals), visitor-specific context (such as Product Finder answers), and product-to-product relationships (such as "others also liked") to ensure every recommendation feels relevant, timely, and conversion-driven.
Personalized product suggestions

Why leading brands rely on smarter recommendations

How the product recommendation engine works

Starts recommending from the first interaction

The Product Recommendation Engine is active from the start - using enriched product attributes and shopper behavior to suggest relevant items.
Starts recommending from the first interaction
The Product Recommendation Engine is active from the start - using enriched product attributes and shopper behavior to suggest relevant items.
Starts recommending from the first interaction
Gets smarter with every signal
As shoppers interact - through the Product Finder or on-site behavior - recommendations become increasingly personalized.
Gets smarter with every signal
Extends the guided journey after the Product Finder
Once a shopper completes a Product Finder experience, the Product Recommendation Engine seamlessly picks up where the conversation left off.
Extends the guided journey
Starts recommending from the first interaction
From advisor to recommender

Keep the guidance going - from Product Finder to Recommender

The Product Recommendation Engine integrates with Crobox tools to create a seamless, intent-based shopping journey. It uses zero-party data to personalize suggestions and recommend relevant cross-sells, while Product Comparison turns options into confident decisions.
One recommender. A whole ecosystem of guidance.

Book a demo and personalize your shopper journeys with intent-aware suggestions.