Nonsurgical treatments that may relieve the pain and pressure of a bunion include: 1  Changing shoes. Wear roomy, comfortable shoes that provide plenty of space for your toes. 2  Padding and taping or splinting. Use over-the-counter, nonmedicated bunion pads. 3  Medications.