This article introduces the utilization of clusteranalysis as a data mining tool. E-commerce has forced traditionalbusinesses to reform their decision making processes and conductits affairs based on activities occurring online. Monitoring webtraffic is not a sufficient metric tool to measure success andtherefore a system of conversion rates is utilized to determineprofitability..