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Bringing
it Together: Calculating Total Customer Equity
To compute total Customer
Equity simply
sum the acquisition, retention, and add-on selling equities.
Using our examples based on the survival models, customer
acquisition equity is ($592.50), retention equity is $635.03,
and the add-on selling equity is $422.67. Thus total Customer
Equity per customer
is $465.20. Table Total Equity-1 summarizes these figures.
Data
Requirements for Computing Customer
Equity
Customer
Equity-driven
firms need customer databases. An effective database includes:
1) a customer identifier used to track all customer activities;
2) customer purchase histories; 3) customer-level causal data;
and 4) incremental cost data.
A customer identifier must be a unique identifier. (Physical
addresses generally are not the best choice.) The source of
the identifier can be a preferred customer card, a credit
card or another type of tracking mechanism. This source needs
to capture at least 80 percent of the customer's purchases;
if not, conclusions regarding customer behavior may be spurious.
Analysts use customer purchase histories to measure retention
rates, sales per customer over time, and acquisition rates.
These statistics form the basis for the computation of Customer
Equity.
Causal data by customer comes from tracking marketing communications,
special promotions and pricing, and any other relevant marketing
activities directed at the customer, such as customer service
and returns.
Incremental cost data must be tracked at the customer
level. Many firms do not know the true incremental cost of
a sale, which includes the costs of goods, warehousing, distribution
and other incremental infrastructure costs. The accounting
department must determine these costs if a firm wants to obtain
an accurate picture of its customers' profitability.
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