CLV prediction to optimize the marketing spending asked element61 to perform an analysis on their existing customer base. The goal of the exercise was to predict the retention rate of a customer given all information we have of this customer. Through this retention rate, we are able to predict the Customer Lifetime Value (CLV). We were then able to determine which customer groups are more interesting to focus their marketing efforts on.