Costco expects to open a dozen new stores across the U.S. this year, the wholesale retailer revealed in a second quarter earnings conference call Thursday.

Kirkland Signature products aren’t just “generic”—many are made by big-name brands like Ocean Spray, Keurig, and Stearns & ...