Christina Tosi specifically created this cake to recreate the taste of boxed cake mix and canned frosting from the store. The clear imitation vanilla actually lends that flavor element to the completed cake that you will likely notice since vanilla is a predominant flavor here. It's worth purchasing, especially if you already know you love this cake.