It's common for doctors to use iron supplements to treat low red blood cell (RBC) count and hemoglobin. Iron plays a role in helping RBCs deliver oxygen to the rest of your cells. However, although iron supplements are widely available over-the-counter at pharmacies and supermarkets, you should always consult your doctor prior to taking them.