Has your drizzle of olive oil lost its dazzle? Is your pat of butter just too pat?

Premium grocery stores have an alternative—pumpkin seed oil, one of several slick new specialty oils meant for dipping, dabbing or, as the professionals say, "topping off" a dish.

A dash of high-quality oil provides an intense burst of unusual flavor to a...