In various implementations, a visual representation of a product is presented to an online consumer. The visual representation can have one or more regions that are each associated with one or more feature tags associated with a particular category of the product. While the consumer interacts with the visual representation, interaction times between the consumer and the product's visual representation are monitored and measured to determine which features of the product appear to be of particular interest to the consumer. Based on the monitored interaction times, product upsell recommendations associated with the same category of the product are generated and presented to the user.