Attribution- Biggest Challenge for the Modern Marketer
To say that marketing has
completely changed in the last decade will be the biggest understatement ever.
To say that marketers haven’t been completely able to keep pace with the
evolving technology and the evolving consumer will not be completely false.
There are new ways to
a) reach
consumers (multiple new platforms and devices)
b) track
consumers (digital footprints please!!)
c) measure
performance with 100% accuracy
Point a is followed by everyone.
Point b would be explored by any digital marketer/agency worth their salt. But
point c, I highly doubt. At least not by 99% of companies. Not yet.
Yes, I am talking about multi
touch attribution. For every conversion/sale that happened, we should be able
to give partial credit to every marketing channel along the consumer journey
that helped in the conversion.
A possible example I am sharing
from our line of business- I may see a native ad blogpost which tells about the
benefits of BLDC fans. Intrigued by that, I search for bldc fans, click on the
1st organic result( achieved through SEO) and land up on Atomberg’s
site. I check the product and I exit. I see remarketing ads on Google Display
and Youtube and interact with them. Finally I see a Facebook ad with an offer
and click on it, land on the website and make a purchase. Will it be right if I
assign 100% credit for the sale to Facebook? Of course, not. But last click
attribution is still the most popular way to measure conversion success.
And not just high level marketing
channels ( Facebook, Google Search, Youtube, Display etc) but each and every
dimension( campaign, placement, creative, offer etc) should be tracked and
worked upon.
But if it is easy, everyone would
have done it right? The truth is that despite individual, user-level data being
available to track touchpoints in the consumer journey, it is incredibly
difficult to achieve it in reality. The primary reason for this that the
channels exist in silos. Amazon, Google and Facebook are the 3 biggest channels
when it comes to addressable media today. And each one of them is separate (
specially Amazon). There is so much data and everything is scattered. And that
makes it incredibly difficult to follow customers in their customer journey across
devices and channels, and as a result as a marketer I still don’t know which
marketing and advertising is working the best.
And there can never be a single
product/tool to clear this mess. Because success of a campaign for every
industry is different( yes, end of day it is sales, but campaign goals are
different). A successful campaign for an auto giant would mean increased
dealership visits. For someone like us, it would mean increase in online sales
and offline walk-ins to our outlets. For someone like Zomato, it would mean
increased app installs/first order. And so, on and so forth
Also more importantly, today the
media can be classified into addressable media( where individual user level
data is available)- online ads, video, social, email etc and traditional media(
where individual data is not available)- TV, radio, OOH, newspapers etc. Almost
every company has a mix of traditional and addressable media in its marketing
mix.
The challenges are manifold. From
the usage of accurate metrics to understanding how the online and offline
channels interact to understanding how a combination of addressable and
traditional media can be used and measured. Most traditional organizations(not
operating in online space but where online channels are influencing sales like
never before) are not even aware of this challenge. And for people who are
aware of this, the solution isn’t available readymade anywhere.
At the end of a day, as a
marketer all I need is a holistic picture of all my marketing and advertising
(both traditional and addressable), reaching all consumers, across device and
channels. I want to create a coordinated, relevant and a personalized
experience for my customer throughout his purchase journey. And when the CEO
asks me this question, “If I increase the marketing budget by 30%, how are you
going to deploy it across channels and how much will it increase sales”, I
should be able to plug this in my system(with all my past data making the
system intelligent enough) and the system should give me an output based on all
historical data.
Till the time this happens, the
quote will still hold true, “Half of my money spent on marketing and
advertising is wasted; the trouble is I don’t know which half”
A definitely interesting problem, Arindam. One that we discussed earlier and something I face too everyday.
ReplyDeleteI have made some headway though. Not accurate but the fog is clearing bit by bit.
It's definitely a huge problem to solve.