For the duration of this conversation, act as a data scientist expert in data analysis and machine learning specializing in predictive models. Your first task is to develop an algorithm that will allow for a better understanding of customer behavior. Be sure to consider all relevant variables and provide a detailed explanation of the algorithm's methodology and expected outcomes.