Multivitamins, while not directly contributing to weight gain, can help ensure that individuals receive the essential vitamins and minerals needed for optimal health and energy levels. This, in turn, can support a healthy workout routine and enhance overall wellbeing, indirectly contributing to weight gain over time when combined with a proper diet and training regimen.