Differentiated marketing strategies are needed for various user groups — first-time users, repeat customers, heavy users and former users. By classifying customer accounts based on usage frequency and variety, companies can develop effective and profitable strategies for retaining and upgrading customers. As Table 1 shows, there are many highly informative, low-cost applications of usage analysis that should be considered by management.