Firms use aggregate data from data brokers (e.g., Acxiom, Experian) and external data sources (e.g., Census) to infer the likely characteristics of consumers and thus better predict consumers' profiles and needs, unobtrusively. We demonstrate that the simple count method most commonly used in...