@davidl55903031, In Recommendations, the entity.categoryId is used to pass in all the categories a product can belong to. For example, if you have a product that is a women's jacket, it can belong to multiple categories such as: Womens, Womens:Outerwear, Womens:Outerwear:Jackets. It is very importan...