The lines in the traditional funnel have blurred. Consumers may enter and pursue a non-linear route before making a purchase or moving on. The path from awareness to decision is no longer predictable in an omni-channel environment. A progression that works for one type of consumer may have no relevance for another. These changes necessite another look at attribution models.