One out of four cakes sold in the U.S. comes from Walmart, and its employees will collectively decorate more than 1 million cakes during May and June, according to a company spokesperson.

A customized sheet cake that can be sliced to serve 96 people costs $59 at Walmart, about one-third to half the price that a nationwide sample of independent bakeries list online for similarly sized ...