DMNews - September 2009 by Sara Holoubek, 9.4.2009
The original story at DMNews.com can be viewed by clicking here.
Damon Ragusa, CEO and Founder of Thinkvine, sat down with
Contributing Editor Sara Holoubek at ad:tech Chicago last week to
discuss the state of marketing mix modeling and why it is important
to put the consumer back into the equation.
Q. How has the CMO's job of determining the right marketing
mix evolved over the past few decades?
A. The emphasis on mix has heightened over the past 20 years for
all the reasons we talk about today: media proliferation and
fragmentation, rapidly changing consumer habits, speed of
information and communication, and an increased emphasis on
justifying marketing budgets through ROI analysis. That means the
CMO is much more sensitive to marketing mix ... or better be.
Q. Has the increased ability to measure just about
everything helped or hindered marketing mix
modeling?
A. I believe it's done both. More information is never a bad thing
in and of itself, but as the amount of information available to the
marketing function has grown exponentially, the technology to
distill that information has not. The distance between marketers
and their consumers has increased as a result, and the reliance on
aggregate models to predict behavior and inform marketing mix has
widened that gap. There have been only slight incremental
improvements in the way marketing mix modeling and analysis has
been done. Econometric models that continue to use a
regression-based approach that assumes the past equals the future
are still the hallmark of most mix models.
Q. What steps should CMOs take to engage in next generation
marketing mix modeling?
A. Begin to ask how the consumer fits into the way marketing
modeling is done. Insist that "agility" become part of the playbook
within their organization, meaning build into the planning process
the notion of revisiting your marketing plan at least quarterly.
Having good models is only one step - having efficient and scalable
models that stay current is equally important.
Q. Do marketing mixes perform differently by
segment?
A. Yes, they do. All media has a local effect and most media today
is, at some level, targeted. That is to say there are few mass
market channels available. So clearly shifting spend levels around
different media will activate different segments of the market
differently. We capture these differences because we test marketing
plans against a derived consumer set. They are not actual
consumers, but are generated to be highly representative of real
consumers.
Q. How can a model be representative of a real
consumer?
A. When you run a simulation, each agent represents one consumer;
those agents behave the way we do. When they wake up, do they go to
their job? If they do, do they drive? And if they drive, did they
see the billboard? They are mathematically driven avatars.