Recommendation Algorithms in Retail: Data-Driven Sales

The lack of an effective recommendation model resulted in purchases with a lower-than-desired ticket value and customers eventually choosing to shop with competitors in the future.

The issue was not just a low ticket value but also customers purchasing only one or two items during their visits.

The e-commerce platform lacked a product recommendation system capable of suggesting related items to potential buyers, limiting opportunities for up-selling.