Common side effects of over-the-counter sleep aids can include drowsiness, dizziness, and stomach upset. Some can cause more serious side effects like memory problems, hallucinations, and confusion especially in higher doses or when used with other medications. Once again, discussing these possibilities with your healthcare provider is crucial.