Atenolol oral tablet is available as a brand-name drug and a generic drug. Brand name: Tenormin. Atenolol comes only as a tablet you take by mouth. Atenolol is used to treat high blood pressure and chest pain. It can also help prevent heart attack or heart damage after a heart attack. Important warnings