Yes, you can. Laying stomach down in a tanning bed is fine. In fact, many people find it more comfortable than lying on their back. Just be sure to evenly distribute your weight so that you don’t put all the pressure on one part of your body. Alternatively, you can use a stand up sunbed if you find lying on your back uncomfortable.