But the truth is, diet soda is just as bad for you as regular soda, and even worse for your hair. What makes diet soda bad for your hair, are all the artificial sweeteners. Specifically aspartame, which is linked hair loss. According to the FDA, aspartame can cause hair loss as well as thinning hair.