Home Data-Driven Thinking Digital Planners: Practice ‘Darwinian’ Optimization

Digital Planners: Practice ‘Darwinian’ Optimization

SHARE:

“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 Brian Decker, a managing director at Mindshare, a GroupM agency.

Most people in the digital marketing world wouldn’t credit Albert Einstein as a founding father of digital marketing, but I beg to differ.

The famous quote attributed to Einstein, “Insanity is doing the same thing over and over again and expecting different results,” has been tattooed on my brain as a constant reminder of the critical importance of testing and dynamic optimizations.

For example, I worked on a very effective local campaign last year for a client in the QSR industry. Several months later we replicated the original media plan partners and tactics based on historical performance, but noticed several significant differences. Some of those differences related to the following:

  • Geography matters. Media partners performed differently market by market.
  • Testing different types of media buys (i.e., CPM versus dynamic CPM versus CPA versus CPC) drove different results.
  • National digital media weight had a direct impact on local performance.
  • Geotargeting will typically drive stronger DR performance than local online media, including local digital newspapers.

Just because a strategy, tactic or media partner worked last year or even last month doesn’t guarantee the same results.  Bottom line is that “complacency just doesn’t work” in dynamic media ecosystems.

Digital media is dynamic and we need to be constantly focused, proactive and fluid as we build effective media investment portfolios that reflect the rapid changes that are happening in social, hyper local, mobile, video, display, multi-cultural and cloud-based platforms. In fact this necessitates a more dynamic approach to targeting, leveraging data, measuring attribution and adaptive or “Darwinian” optimizations.

Darwinian Optimizations

Patience may be considered a virtue in the analog world. In digital, the ability to measure, track and optimize can be the difference between a campaign’s success and failure.  For more direct response focused accounts, we typically use a seven-day performance period to evaluate future success.

Within the parameters of testing, failure is always viewed as an opportunity to learn. Therefore it is imperative that “we fail smart and fail quickly.” Unfortunately, media partners who cannot adapt or meet our client performance goals are removed from the media plan and typically from future planning consideration.

As a result we are always testing two to six new partners against a wide array of tactics every quarter. From a Darwinian perspective, we have taken a “survival of the fittest” approach when testing and only the strongest survive.

In a recent article, AdExchanger referred to this approach of ours as “tough love.” However, this is ultimately not about media.  It is only about the client and meeting their business and marketing objectives.  While maintaining great relationships with our media partners is exceptionally important, it is ultimately about moving rocks and measuring distance for our clients.

With this approach toward active optimization, there is no room for complacency. Once again the choices we make today may be totally irrelevant tomorrow or the day after. This is based on the rapid consumer adoption of individual and connected devices and emerging touch points. But does this invalidate Einstein’s principles on repetition and really expecting different results? Or is this just the wrong question (relatively speaking)?

Follow Brian Decker (@briandecker6) and AdExchanger (@adexchanger) on Twitter.

Tagged in:

Must Read

AppLovin Is Back To Smashing Earnings But Investors Are Slow To Buy

AppLovin is growing at a blistering pace, but Wall Street investors remain cautious about the business.

Gamers Love Ad Blockers. So This Site Found Another Way To Show Them Ads

High-end ad blockers mimic some of the same behavior as bot traffic. So WiseGuyGaming repurposed the tools it was already using to identify bots to reveal its ad-blocking audience as well.

Criteo Is A Survivor, But Expanding Beyond Retail Media Will Be Its Toughest Challenge Yet

Criteo has weathered considerable storms in its day, including a painful moment in March 2020 when its market cap bottomed out below $500 million. Can it pull off yet another turnaround?  

Privacy! Commerce! Connected TV! Read all about it. Subscribe to AdExchanger Newsletters

Sports Leagues Can’t Stop Putting Ad Revenue Ahead Of Fan And Player Interests

Disaffection and outright anger toward US sports institutions run deeper than logo-cluttered fields. Leagues and teams are sacrificing player safety and fan enjoyment for marketing dollars.

Comic: Traffic Jam

With Search Traffic Down 70%, People Inc. Bets On Revenue Beyond Site Visits

People Inc.’s referral traffic from Google search is down 70% over the past two years, and by 26% in Q3 alone. But its digital revenue is still growing, albeit slowly.

Chord Buys Its Rival Zenlytic To Build An Agentic Version Of A CDP

On Tuesday, Chord, a six-year-old commerce tech startup, acquired Zenlytic, an AI startup with an anthropomorphized data analyst agent named “Zoë,” for $5 million.