Retailers are largely unaware of who their customers are, especially in brick-and-mortar stores. This is a problem. In a world dominated by data, retail faces an interesting challenge. How to inform strategy and decision making when the vast majority of shoppers choose to remain anonymous by avoiding joining loyalty programs?