You can! I love love, love vanilla, and vanilla extract. So if you want a little vanilla flavoring, feel free to add a teaspoon or even two to this recipe. But, I'd suggest you try these muffins first. They have a great flavor all on their own and truly don't need the vanilla extract. They have such a delightful butter flavor, that you won't even need, or miss the vanilla extract! Trust me!