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If segmentation is a joke, it's not a very funny one.
Grouping people by socioeconomic level, race, gender, age, etc.
institutionalizes stereotyping and facilitates discrimination. As Erik Larson
puts it in The Naked Consumer:
All of us have been classified and installed in a digital caste system through
which we systematically are included in or excluded from the daily flow of
consumer culture. In contrast, before this age of market fragmentation and
segmentation, the growth of the mass consumer market had an egalitarian effect.
"Everybody could join the 'class' of consumers in the marketplace," wrote Susan
Strasser in Satisfaction Guaranteed: The Making of the American Mass
Market. Today's rush toward market segmentation, she argues, "codifies
increasing class distinction."
Who cares? What's the harm?
"Our big concern," said Janlori Goldman, the ACLU attorney, "is that the market
is going to make certain decisions about people without ever meeting them,
without ever talking to them, without ever really knowing who they are. The
biggest danger in that kind of a situation is that those decisions will be
discriminatory, that they will be based upon their race, their sexual
preference, their religion, or their gender. A bank in Boston refused to
provide mortgages to people who had a certain zip code. Just like that! If you
lived there, you didn't get a mortgage. Well, who do you think lived in that
zip code? Low-income blacks."
David Miller, a Claritas senior vice-president, told me clustering techniques
pose a danger only when misused. "By nature, segmentation is discrimination.
I'm discriminating against people I don't think are willing to buy my product.
I don't think anybody's going to complain all that much if Citibank chooses to
promote jumbo CDs to wealthy neighborhoods as opposed to poor neighborhoods.
That's pretty innocuous. It's a whole different story, however, if somebody
decides he's going to promote a necessary service only to one group and deny
the opportunity to a second group. That's a redlining question."
Most companies, he argued, have a powerful motive to steer away from such
exclusionary strategies. Virtually everyone out there is trying to get everyone
into their sales," he said. "Every single person we've dealt with has a
legitimate question--how do I reduce my costs, make more money, become more
profitable, and increase my market share? For good or bad, that's the wave of
the future for the United States."
But, as a specialist in cluster analysis should know, the wave of the future is
also marketing to smaller and smaller clusters on down to clusters of one. The
new school of marketing, 1:1 marketing, shifts the focus from market share
(selling a product to as much of the market as possible) to customer share
(getting as much of an individual customer's business as possible). By focusing
on the depth rather than breadth of customer relationships, 1:1 is exclusionary
by definition. The customers that matter most are those offering the greatest
depth of relationship, those with the highest Lifetime Customer Value.
A primary principle of the 1:1 share-of-customer strategy is the Pareto
Principle--the idea that 80% of any company's business comes from 20% of its
customers (Peppers & Rogers, p. 108). According to a VP at American
Express, the best customers outspend others by ratios of 16 to 1 in retailing,
13 to 1 in the restaurant business, 12 to 1 in airlines, and 5 to 1 in the
hotel/motel industry (ibid.). For example, frequent flyer programs capitalize
on the Pareto Principle by offering extra special deals to business flyers.
An entire chapter of The One-to-One Future is devoted to differentiating
customers. Under a section called "Some Customers Have Negative Value" the
authors write:
A corollary to differentiating your best customers by rewarding them and
pampering them is that you should also identify your worst customers, and get
rid of them. Michael Schrage, a Los Angeles Times columnist and author
of the book Shared Minds, maintains that having the ability to identify
and "fire" your worst customers is crucial to providing good customer service.
In a marketplace where corporations are increasingly vertically integrated and
where the same corporations offer everything from batteries to health insurance
to at-home banking, this is quite scary.
A Rational Argument (index) | Suggested Reading
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