The Challenge of Collecting Customer Loyalty Data. By Bill Hanifin If data is the new oil, then the customer data collected by loyalty programs must represent refined high-octane fuel at the marketer’s pump. There is research, survey, and anecdotal evidence that consumers possess heightened awareness of the value of their personal data to third parties. …