Multivitamin supplements may also contain other ingredients like herbs, amino acids, and fatty acids. Commonly searched products containing multivitamins: Increases Energy Levels. Boosts the Immune System. Keeps Heart Healthy. Supports Eye Health. Maintains Muscle Strength. Reduces Cancer Risk. Improves Brain Function.