Marketing has always been about results, but the early 2010s marked a turning point. Brands began shifting from broad, impression-focused campaigns to strategies where every dollar spent had to demonstrate tangible value. This period, when the obsession with ROI (return on investment) truly took hold, changed the way marketers plan, execute, and measure campaigns. At …
The digital advertising landscape has undergone a dramatic transformation over the past decade, and much of it can be traced back to the early battles over data. Google and Facebook, two of the largest platforms in the world, not only drove unprecedented growth in online advertising but also reshaped the conversation around transparency and accountability. …
In the early days of digital marketing, measuring success was straightforward; if someone clicked or converted, the campaign was a win. However, as digital ecosystems have become increasingly complex, so too has the science of measuring success. Today’s marketers rely on predictive analytics marketing and data modeling to anticipate behavior, not just record it. At …
