(Exploring Your Mind) Anxiolytics are medications doctors prescribe to help control anxiety. Some people also call them “alcohol in pill form”, alluding to their potentially addictive nature and how easily they can be used and abused. These days, you can find anxiolytics on nightstands everywhere. They’re overprescribed and overused.