Shallots, onions, and garlic are all in the same family, but none of them are the same. Shallots taste like onions, but also a little like garlic; their distinct flavor is somewhere in between, with qualities of both. And while shallots may look more like onions, under the skin the bulbs are divided into cloves, like garlic.