We estimate the Consumer Engagement Rating independently for each machine (cellular engagement is scored independently of desktop engagement) and the particular style of merchandise compared. The brand's chart position is motivated via the payment we obtain from these types of model. In some cases, this might also affect a model's User Engagement r