Lemon Tea Cookies have the most delectable lemony taste that are between a cookie and a cake. The dough is light and fluffy and are really easy to handle. Do you know what I mean by Lemon Iced Tea Cookies?  Well, I may have made up that name because they aren't exactly like tea cakes.