"Behavior-based personalization" has gained popularity in recent years, whereby businesses offer personalized products … based on consumers' purchase histories. This paper highlights two perils of behavior-based personalization in competitive … understanding, I investigate how the perils of behavior-based personalization change under alternative market conditions, such as …