The attribution model identifies how credit is assigned to touchpoints within the customer journey that lead to conversions for sales and conversions. In data analytics, for instance, the last interaction model gives 100% credit to the last touch points. immediately before a sale. By contrast, first interaction models give 100% credit to touchpoints that lead to conversions. The benefits of marketing attribution includes optimized marketing spend, increased personalization and improved RoI.