“Data Driven Thinking” is written by members of the media community and contains fresh ideas on the digital revolution in media.
Today’s column is written by Chris O'Hara, Chief Revenue Officer at NextMark.
I’ve always loved the notion of programmatic RTB. As a data hound and an early adopter of AppNexus, the idea that advertisers can achieve highly granular levels of targeting and utilize algorithms to impact performance is right in my wheelhouse. Today’s ad tech, replete with 300 companies that enable data-driven audience segmentation, targeting and analytics, is a testament to the efficiency of buying ads one impression at a time.
But what if driving efficiency in display actually does more harm than good?
Today’s RTB practitioners have become extremely relentless in pursuit of the perfect audience. It starts with retargeting, which uses first-party data to serve ads only to people who are already deeply within the customer funnel. No waste there. The next tactic is to target behavioral “intenders” who, according to their cookies, have done everything but purchase something. Guess what? If I searched four times in the last three hours for a flight from JFK to SFO, anyone who serves me enough ads is likely to eventually get last-view attribution for my ticket purchase. Next? Finding “lookalike” audiences that closely resemble past purchasers. Data companies, each of whom sell a variety of segments that can be mixed to create the profile of a 35-year-old suburban woman, do a great job of delivering audiences with a predilection to purchase.
But what if we’re serving ads to people who are already going to buy? Is efficiency really driving new sales, or are we just helping marketers save money on marketing?
The other thing that RTB misses out on is profit. RTB drives advertising to lower the overall cost of media needed to drive a sale. Even if today’s attribution models were capable of taking into account all of the top-funnel activity that eventually creates an online shopping-cart purchase (a ludicrous notion), we’re still just measuring those things that are measureable. TV ads, billboard ads and word-of-mouth never get online credit – yet I believe they drive most of the online sales. Sorry, but I believe the RTB industry creates attribution models that favor RTB buying. Shocking, I know.
So what is true performance, and what really drives it? For most businesses, performance is more profit; in other words, the notion that a sales territory currently generating 100 sales a day can achieve 120 sales a day. That’s called profit optimization. If I can use advertising to create those additional 20 sales, while still making a profit after expenses, then that’s a winner. Meanwhile, RTB makes it cheaper to get the 100 sales you already have but doesn’t necessarily help you get the next 20. Getting the next batch of customers requires spending more on media to drive more top-funnel activity.
Part of the problem is that RTB doesn’t take into account how real-life sales actually happen. Sure, audience-buying technologies know what type of audience tends to buy a given product and where to find it online, but frequency-capping and a lack of contextual relevance keep them from effectively selling to new buyers.
Let me explain. In real life, people live in neighborhoods. In most neighborhoods, the Smiths drive cars similar to the Joneses, eat at many of the same restaurants, and shop at many of the same stores. If the Joneses get a new BMW, then it’s likely the Smiths will keep up with the Joneses, buying a new Audi or Lexus in the near future. When neighbors get together, they ask each other what they did during February Break, and they trade vacation ideas. That’s how life works.
What media most closely supports this real-life model, where we are most influenced by our neighbors? Is it serving the Jones family a few carefully selected banners on cheap exchange inventory, which is highly targeted and cost effective? Or is it jamming the Smiths and Joneses with top-funnel brand impressions across the Web? The latter not only gets Jones, the BMW owner, to keep his car top-of-mind and to be more likely to recommend it, but it also predisposes Smith to regard his neighbor’s vehicle in a more desirable light. That takes many impressions of various types of media. You can’t do that and remain efficient. The thing is, though , you can do that and create incremental profit.
Isn’t that what marketers really want?