The perfect
attribution model, in my opinion, is a chimera. But that doesn’t mean that I
don’t hold out hope for an industry multi-touch attribution model that, even if
not perfect, is considered pretty good. This past week, executives from data
and analytics companies to advertisers and content providers met to exchange pretty
good ideas at the Attribution Accelerator Conference in NYC.
The
conference strove to present attribution solutions for marketing measurement. “Attribution is the hot spot,” stated Alice
Sylvester, Partner, Sequent Partners, who added, “The development of a unified
approach is taking place. We are now focusing on data and data quality and have
a more practical, more analytical orientation this year.” But the path to a
generally accepted attribution model may be further off than we think because
of a fear of change in the industry which has relied on Mixed Media Models for
decades and the walled gardens of data that have increasingly siloed and
segmented data applicability.
Here are
some takeaways from the Attribution Accelerator conference:
Challenges to Attribution
There are
many reasons why it has taken so long for attribution to start to gain traction
in the industry according to John Leeman, former CEO of Fresh Direct. Companies
fear choosing the right dataset, upending the current business model or changing
the decision set of marketers which results in less creative control and second
guessing of their media choices. And,
once having instituted an attribution model, what if it’s wrong? “It doesn't
have to be perfectly accurate to be valuable,” he stated.
But moving
towards a prove-able attribution model is pivotal in this new media world of ever
increasing consumer touchpoints that make the journey to purchase a meandering
minefield. “Get over your fear- trust your gut, imagine, realize and just do it,”
he concluded.
Finding Solutions for Advertisers
Many
companies are tackling multi touch attribution head-on, striving for a real
time model that might even incorporate media mix modeling, drive minute by
minute allocation decisions and increase advertising agility. But there are
many, many considerations that may vary by brand and by company.
Charlie
Hilton, AVP Advanced Analytics for AT&T, noted that her company has been,
“doing attribution for nine years. We are now shifting gears to true
attribution and near real time optimization.” Her attribution methodology needs
to take into account how all of the different media tactics interact with each
other, how to quantify the precise combination of different touch points along
the way and if advertising for one product impacts other products.
Kristina
Kaganer, Director of Global Market Strategy, Coty, has product lines that span
from discount to high end. “Fighting for
shelf space at Walmart involves different competition than when you are competing
at Sephora,” she noted. Scalable attribution is her company’s goal and that
requires the collection and control of pertinent data, technology that
functions on the local level (which can differ depending on locality), the
standardization of processes that can cross local markets, data storage and
analytics.
Finding Solutions for Media Companies
There are
five keys to driving sales, according to David Poltrack, CBS
Corporation Chief Research Officer and President, CBS Vision and they are Reach,
Targeting, Recency, Creative and Context. “Few TV campaigns are tapping the
full potential of TV,” he asserted. From untested creative, a disregard to
context, a cost efficiency rather than a reach orientation and little attention
paid to recency, advertisers are not maximizing the true value of television in
a buy. “Digital is not going to replace TV,” he stated. “Advertisers and
marketers must focus on getting TV right. TV is a reach medium and a
combination of TV and digital is important. Understanding how to get that
combination right is what attribution is all about,” he added.
Summarizing
the results of a study with CBS, Leslie Wood, Chief Research Officer, Nielsen
Catalina Solutions noted that the fundamentals for advertising are as follows: Creative
is the most Important factor, although media is playing an increasingly larger
role. Reach is critical because only consumers who are reached can respond. Targeting
has to focus on buyers of the product or service and Recency is vital because
the value of exposure decays over time.
Finding Solutions for Measurement and
Data Companies
Nielsen has
always owned its own data. But in a world of first party data and big datasets,
Nielsen is becoming more flexible and philosophical in how they acquire data
and partner with other companies in the space. Matthew Krepsik, Global Head of
Analytics for Nielsen,
spoke of his company’s journey working across walled gardens. “We have the algorithm.
We are good at the math. But it is not about building a better algorithm. The most
important thing we can do now is to seek out better data.”
It is not a simple
journey because, he noted, “every touch point can drive conversion. Shoppers
are increasingly changing their behavior. They are becoming omni-channel
digital natives and engaging brands directly.” Different products have very
different purchasing cycles which make them multi-dimensional, multi-faceted
and difficult for attribution. Nielsen is striving to tackle the de-duplication
of devices so as to better analyze ROI, data hygiene and privacy compliance so
as to insure an attribution model that better allocates marketing dollars
Attribution
“is an elusive quest,” he concluded. So
too for us all.
This article first appeared in www.MediaVillage.com
This article first appeared in www.MediaVillage.com
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