Marketing automation has fundamentally changed the way marketers do business. To be able to schedule cross-channel campaigns that deliver on time and on target frees up a lot of opportunity for marketers to focus on things like strategy, creative, and feedback loops. Campaigns run with fewer...

With the advent of big data, media mix measurement and optimization has become a required staple in the marketer’s toolbox. Effectively media mix measurement and optimization is comprised of seven elements:

In Part 1 of this series, we discussed how organizational objectives may change the implementation of a media mix and optimization platform. And in Part 2, we talked about measuring the efficacy of your efforts. Now, let’s talk about collecting and normalizing consumer responses and order/sales...