Memory Foam Pillow for Stomach Sleepers: Memory foam pillows provide excellent support for stomach sleepers without putting too much strain on the neck and spine. Look for pillows that have a low profile and are made of high-density memory foam to provide the right level of support. Buy a memory foam pillow for stomach sleepers now online.​