When looking for gnocchi in the store, you can usually find it in two different places. First, check out the food aisle where your typical dry pasta is. If it's not there, head to your refrigerated section where the cheeses and fresh pasta are. You should find it in one of those places. And if that fails, just ask a store attendant.