A Brigham and Women's Hospital answered. Alpha blockers are very potent medications often used for people whose blood pressure doesn't respond to less strong drugs. Most people who have high blood pressure aren't controlled with one medicine. Usually it takes two medicines to control it. But alpha blockers are sort of the bigger guns.