Prenatal Vitamins for Hair growth. Prenatal vitamins are believed to be supplements for hair growth, helping women grow longer hair, even if they are not pregnant. Though the evidence for this use of prenatal vitamins is debatable, there are several reasons why women take prenatal vitamins for hair growth.