An Introduction to Attribution Models

John Wanamaker famously said, “I know that half of my advertising dollars are wasted … I just don’t know which half.” While that may have been acceptable prior to the Information Age, the advent of digital marketing makes wasting half of your advertising budget unacceptable. Modern marketers have made great strides towards data informed decision making, …

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Google Analytics vs Universal Analytics

Universal Analytics vs Google Analytics: A Marketer’s Guide

As of April 2014, Google announced that the latest iteration of its ubiquitous Google Analytics web analytics platform was ready to be brought out of beta and into the limelight. Unsurprisingly, it didn’t exactly set everyone’s imagination afire here in not-so-analytics-obsessed Malaysia. For the typical business user, the first difference you would spot is the …

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