If you snore often when you sleep on your back, you might consider sleeping on your side and selecting a mattress with side-support. A good mattress for side sleepers should be soft enough to prevent the spine from being twisted but provide enough support so that the spine remains aligned. Pressure relief is provided by memory foam mattresses. A memory foam or pillow top mattress can also be found if you prefer an innerspring mattress.