Commentary

Building or Buying The Right Media Mix Model? I Say Build For Now

Our business is maturing pretty rapidly, but one of the biggest issues is that we don't have any easy way to make an equivocal measurement of the impact we have on driving appreciable business growth.

Let me elaborate a bit.

If you exist in the world of traditional marketing, you know there are many different options for forecasting the effects of media spend on sales. Any large marketer that spends multiple millions or billions of dollars per year on marketing has a media mix modeling system to input a set of assumptions and projected spending. The system will then spit out a pretty decent forecast of what said marketer can expect to see as ROI.

In many cases, these models are tailored to be proprietary-based versions of an initially offered marketplace product. Still, they are consistently flawed, and marketers tend to use the data they create as directional data. The issue is that while digital is maturing quickly, new tactics can't be included in these models because they aren't updated frequently enough, with an accurate level of data that would make them statistically valid.

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It starts with the syndicated research tools. Many of these tools only track display and search. Most are not capable of accurately tracking social media, CRM, or viral efforts, nor many ad networks -- specifically those with behaviorally targeted components.

These tactics are fast becoming an integral part of digital strategy, with a decided impact on the ROI of a digital campaign. They are difficult to track because they are not standardized formats, like banners and buttons. They are also so targeted that it's difficult to understand their duplication patterns with other media. The third reason is because the creative impact is far too variable, vs. that of a standardized TV or print ad, which has years of historical impact factored into its models.

The flip side to this whole discussion is that many of these ROI predictor and media mix models are the bluntest of instruments, to say the least. They may have a plus or minus of 15% on actual sales delivery impact, and may not have been robustly updated since the '80s, but marketers use them, in some cases treating them as gospel.

These tools are built for a broadcast-centric landscape and are not easily tailored to an engagement-centric landscape where the desired impact of marketing is to create conversations and involve consumers. If I were a betting man and I had a scientific background or one in economics, that's where I would spend my time to become a millionaire. I would try to create a new model that takes into account the ability to be involved, not just to inspire.

But I digress; a good carpenter never blames his tools.

You can go on and on all day pointing out all the flaws in the model, but it still comes down to understanding and being able to build off what has come before you by adding what you know to what is already understood.

Many smart people and many smart companies are tackling these issues on their own, and doing a great job of it. Strategists, like those at my company, are building their very own proprietary models. The partners you work with should be able to explain to you what they are working on, and validate their assumptions for you and your business. If they have not progressed to working on these yet, you should push them to do so. Fundamentally what works for you may be exclusive to you, but if you can consistently use your model and get a read on how it correlates to success, then you can plan for the future.

Hopefully, some time in the not-too-far future we'll catch up as an industry, but don't wait around for us. Things are changing just a little too quickly.

2 comments about "Building or Buying The Right Media Mix Model? I Say Build For Now".
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  1. Corey Kronengold from NYIAX, March 24, 2010 at 2:08 p.m.

    I sure could have used this columns in my discussion two weeks ago with a bunch of video buyers reluctant to move without an online GRP or comparison tool.

    1) The partners you work with should be able to explain to you what they are working on, and validate their assumptions for you and your business.

    2) Fundamentally what works for you may be exclusive to you, but if you can consistently use your model and get a read on how it correlates to success, then you can plan for the future.

    Too bad they didn't feel like they had the relationships with their clients to explain your very astute points.

  2. Paula Lynn from Who Else Unlimited, March 24, 2010 at 6:22 p.m.

    Oy vey. Buying by the numbers and only numbers may provide numbers, but not sales.

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