In an increasingly interconnected technological world, consumers around the globe are either consciously or inadvertently handing over private data. Payment transaction data collected has great marketing potential, but it has a downside for consumers and the merchants they patronize. Researchers have shown that through fairly simple means it is possible to “de-anonymize” information to reveal sensitive personal and financial details. This Mercator Advisory Group Research Note discusses the risks of de-anonymization of consumer data.