Someone claimed to love me once, yet every year on my birthday they bought me a white cake with white frosting. I detest white cake.
If you care about someone you should know their favorite choice for a birthday dessert.
It doesn't have to be cake, but birthday cakes are a mini celebration and should say that I care enough to know what you enjoy eating.