Weight gain supplements are nutritional products designed to help individuals increase their calorie intake and support muscle growth. common type is a mass gainer, a high-calorie powder that is mixed with water or milk to create a shake. These are primarily used by athletes, bodybuilders, and people with very fast metabolisms who find it difficult to gain weight from food alone.