Customer Retention
 
RS Matrix for Customer Defections - An Example

A financial services company that provides Internet stock trades likes to track its customers. To identify defectors, the firm completed an RS matrix. The ranges for the sales rate cells (i.e., purchases per period) were: less than .33 per month; .33 per month to .5 per month; .51 to 1 per month; 1.01 per month to 2 per month; and more than 2 per month.

Using these sales rates, the firm determined that it would take an average of 6 months for the first group (less than .33 per month) until the customer repurchased; 2 months for the second group; 1 month for the third group; and less than a month for the remaining groups. The firm classified customers' recency as one month or less; two months; three to four months; five to six months; and more than six months. Table RS-1 shows the RS matrix.
 
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