Retailer John Wanamaker in the early 1900s is famous for saying that he knew that half of his money spent on advertising was wasted, but he just didn’t know which half. More than 100 years later, despite the advances in targeting and personalization, this sentiment still holds true – but now extends well beyond the brick-and-mortar environment that Wanamaker was speaking of.