Drilling Down Definitions
Customer Retention - Good marketers have two objectives
with any kind of customer retention marketing:
1. Hold on to the most valuable customers
2. Try to make less valuable customers more valuable
Retention marketing programs are designed to
react to and prevent customer defection while growing the overall valuation of
the customer base. Customer
Loyalty - A byproduct of customer retention programs; customers who are
part of an active retention program demonstrate higher loyalty to the
business. A highly specialized version of retention programs using a
unique store of value to provide customer incentive is called a loyalty
program.
Data-Driven Marketing - Customer retention oriented
marketing approach using customer behavior profiles, not demographics, to determine the targeting, timing,
and content of marketing promotions.
Rules of Data-Driven Marketing - Four rules underlying
all Data-Driven marketing programs:
1. Data-Driven Marketing is about allocating marketing
resources. Customer profiles are used to select marketing approaches
generating the highest profit, and to avoid promotions with the lowest
profit.
2. Past and Current customer behavior is the best
predictor of Future customer behavior. Customer profiles using demographic
characteristics are not nearly as effective in predicting the likelihood of
the next visit or purchase as profiles of customer behavior.
3. Customers want to win at the consuming game.
They like to "feel good" about decisions they make, and marketing
promotions (discounts, sweepstakes, special benefits, etc.) are designed to
encourage these feelings.
4. Data-Driven marketing is all about:
Action – Reaction – Feedback – Repeat
Marketing with customer data is a highly evolved and
valuable conversation, but it has to be back and forth between the marketer
and the customer, and you have to LISTEN to what customers are saying to you
through their actions or non-actions.
Data is Speaking - If customer data is
organized and visually displayed in specific ways, it can "tell", or
speak to, the dynamics of a business. The data is, in effect,
speaking for the customer, suggesting how and when to promote to specific customers
and
flagging potential problems in the business.
Hurdle Rate
- the percentage of customers demonstrating
a certain level of the behavior being profiled. Looking at Hurdle Rates
for certain customer profiles over time is predictive of future strength or
weakness in a business. For more information on using Hurdle Rate techniques,
read the "advanced" articles at the end of the Drilling Down
tour.
Customer LifeCycle - predictable patterns in
customer behavior occurring from the first interaction with a business through
the last. LifeCycles are usually required to determine LifeTime Value
(LTV). More on Lifecycles (from the site
Method Tour)
LifeTime Value
(LTV) - the net profit a customer
contributes to a business over the entire LifeCycle. Generally calculated
as gross margin or contribution to overhead minus the promotional costs of
acquisition and retention, including any discounts. More
on LTV (from the site Method Tour)
RFM - stands for
Recency, Frequency, Monetary value. A method of ranking a customer
relative to all other customers in their likelihood to respond to promotions and
ranking the customer's future value to the company. Drilling Down uses
methods based on RFM theory, but these methods have been updated and modified
for use in interactive environments, and emphasize the visual display of
customer behavior. More on RFM (from the site
Method Tour)
ROI - stands for Return on
Investment. In the classic definition, it's the amount of money spent
divided by the net profit generated over a defined length of time. More
on ROI (from the site Method Tour)
These concepts are more fully explained in the Drilling
Down book.
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