In a recent paper, Kim, Singh, and Winer (2017) studied the Pareto rule across 22 different CPG categories. The authors found an average Pareto ratio (PR) of .73, meaning that 73% of sales came from the top 20% of customers. In this paper, we use a unique dataset of 339 publicly-traded non-CPG...