Liu-Thompkins cited makeup retailer Sephora as an example of a company that trades high-value perks for deep consumer insights, like creating a "beauty profile" for users based on provided information ...

Loyalty programs can change your purchasing behavior and lead you to pay higher prices or buy unnecessary items just to meet a threshold. In the McDonald's example, the average customer visits 10.5 ...