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Segmentation
has become the marketing topic du jour. Where
companies once remained mum on the subject, now they
are actively touting their new market segmentations.
Even Wal-Mart, the very embodiment of a mass marketer,
has announced its intentions to segment the market and
focus on specific groups. To date, Wal-Mart has tried
to be "all things to all people," explained
Eduardo Castro-Wright, the retailer's CEO. Problem is,
"you end up under-serving everyone because you
don't have an offering that is specific to that customer
segment." According to a recent Economist Business
Intelligence Unit and Marakon Associates study of senior
executives of large companies, 59% had conducted a major
market segmentation exercise within the past 2 years.
Peel
away the onion a bit and you find that beneath the greater
attention and excitement, there's quite a bit of frustration.
The Economist/Marakon study also found that just 14%
of senior executives who'd done a segmentation study
said they derived any real value from it. Dan Yankelovich,
the father of market segmentation, recently complained
in the Harvard Business Review, that most market
segmentations have become, "the marketing equivalent
of central-casting." By this he means that clients
and their agencies spend a great deal of time giving
the segments names and cutting out pictures of people
from magazines to paste into collages. The collages
supposedly embody the look and personality of the people
who populate a segment and, therefore, should guide
the selection of talent for the creative work.
Why
are so many so unhappy? We turned to Copernicus' resident
segmentation and targeting strategy expert Henry Gamse,
Senior Vice President of Statistical and Modeling Services,
for answers. Henry designs and supervises the data analysis
for virtually all large-scale quantitative studies done
as part of Copernicus consulting engagements. He also
leads the segmentation audits the firm does to assess
the approach a client currently uses as a first-step
to improving the performance of marketing programs.
Here's
what he had to say:
Copernicus
Mzine: Why do you think segmentation and targeting
has recently become such a hot topic?
Gamse:
A good segmentation provides a company with clear direction
on which group represents the best targetone which
has a high economic value to a company and can be easily
identified in the population or in customer databases.
If a segmentation meets these requirements, it will
pay for itself many times over, and this is what is
causing the big buzz about segmentation.
Copernicus
Mzine: Publicly marketers seem very positive about
the potential of segmentation and targeting to improve
the effectiveness of their marketing programs, but privately
there's a great deal of dissatisfaction with outcomes
of segmentation exercises. Why do you think this is?
Is there a common complaint you hear from marketers
about their market segmentation efforts?
Gamse:
Most segmentations done today leave out the "targeting"
part. One company called us recently to complain about
the outcome of a segmentation project it had just done
with another firm. "It yielded some interesting
groups that were different attitudinally," he explained,
"but we didn't find a segment we could target efficiently;
one which is especially open to our brand, and spends
a lot in the category, and has needs which we can understand
and address."
It's
this lack of actionability which drives marketers crazy
and renders many segmentation reportswhich are
usually gargantuan print-outs housed in colorful three-ring
binderslittle more than expensive doorstops.
Copernicus
Mzine: Any particular approaches that seem to be
the current crowd favorite? What are their pros and
cons?
Gamse:
Occasion segmentations are in demand. Here, the consumption
situation, not the consumer, is the unit of analysis,
and great attention is focused on the time, place, and
reason for the purchase decision. This provides invaluable
guidance for tailoring the client's products and messaging
strategies to fit common usage situations. A product
typology segmentation is another newer approach and
is particularly useful for retail outlets, restaurants,
and hotel chains. Segments are formed based on characteristics
of the establishment, such as square footage, layout,
product mix, age of the property, surrounding neighborhood,
etc. The resulting segments help guide marketing strategy
for specific outlet types within a larger chain.
The
segmentation types we come across most frequently, however,
are "attitudinal"where groups are defined
by opinions, values, or lifestylesand "needs/benefits"where
groups are defined by category/product needs or desired
benefits. These popular approaches are superficially
appealing, but when you get down to it, they are not
particularly revealing. While the resulting groups may
be quite different in terms of attitudes or product
needs, they are practically identical on buying behavior,
brand preference, and most importantly, receptivity
to a company's brand, and profitability to that brand.
What's more, it's impossible to differentiate between
the media exposure patterns of one group versus another
or find the segments in databases. When all is said
and done, the segmentation is not actionable because
there is no clear target.
Copernicus
Mzine: What are the key attributes of successful
segmentationsthose that have led to a marketing
strategy that significantly grows sales and profits?
Gamse:
It's important to think about a successful segmentation
as the result of a "process," rather than
merely the outcome of some approach to dividing up the
market. A process that leads to a successful segmentation
starts by gathering representatives from all the branches
of the organization who will be using the segmentation,
and talk about how everyone plans to use it. This upfront
work will make it far more likely that the segmentation
will address as many collective needs as possible and
make it infinitely easier for the organization as a
whole to implement it.
The
kind of segmentation that forms the foundation of a
great marketing strategy is one that provides a detailed,
well-balanced picture of the buyers in different groups.
In other words, it tells you more about them than just
their gender or age, their attitudes, or their needsit
tells you all these things and more. The groups should
also be very different in terms of their economic value
to a firm and in their media habits. The process that
leads to this kind of segmentation involves testing
hundreds of diverse variables including needs, psychographics,
demographics, behaviors, media preferences, and more
to sort out which are most predictive of heavy spending
in the client's category, openness to the firm's brand,
and other profit-related criteria. It should use the
most predictive variables as the basis of segmentation.
Copernicus
Mzine: Is there any category or industry where doing
a market segmentation is just not possible?
Gamse:
Probably not. I think any market for any product can
be segmented. In certain rare instances, however, an
unconventional approach will work better.
For
example, in the pharmaceutical industry, doctors are
making the prescription choices for the end-users, the
patients. In this case, the physician becomes the unit
of analysis and patient attitudes are much less important.
A company could use the physician's assessment of the
patient's characteristics, such as duration and intensity
of the disease, patient's symptoms, age and weight of
patient, physician's reasons for prescribing, etc.,
as inputs into what we call a Market Structure Analysis.
For your readers with a research bent, rather than applying
a conventional methodology such as a cluster analysis,
we group buyersor in the case of the pharmaceutical
industry, sufferersusing a "hierarchical
tree structure," which is a variation of a CHAID
analysis.
Copernicus
Mzine: If you had the ear of every CEO and CMO around
the world for five minutes, what would you say to them
about segmentation and targeting?
Gamse:
Everyone is familiar with the term "segmentation,"
but the difference between a good segmentation and a
run-of-the-mill segmentation is night and day! A successful
segmentation is more than merely interesting; it is
actionable. At the very least, it must clearly
identify a target segment which is high in economic
value, or better yet, profitability to your brand, and
has a distinct set of needs which can be addressed and
marketed to.
The
vast majority of segmentations on which we are brought
in for a "post mortem" do not have a good
measure of profitability built into the methodology.
I find it incredible (and scary) how many consulting
and research firms claim to produce the "financially
optimal segmentation", yet they're using only a
set of attitudes, or demographics, as inputs with no
prior thought, testing, or screening to see if they
actually predict profitability. Their claim that these
simple, untested inputs produce the financially optimal
solution is either incredibly naïve or outright
quackery. A few of the attitudes or demographics may
be predictive of economic value, but most are not.
As
the ultimate decision maker for your company, you must
evaluate the competitive proposals carefully and choose
a consulting or research partner wisely; it could be
one of the most important decisions in your career.
The right choice will positively impact your company's
future for years to come, while the wrong choice will
result in a quickly-discarded waste of resources, gathering
dust on a shelf.
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