Earlier this month, the U.S. Food and Drug Administration proposed food companies use new, front-of-package labels highlighting the levels of fat, salt and added sugar in their products.

Target’s approach is all about quality. The goal for Up&Up is similar to that of other private labels: to make a bargain ...