B vitamins, particularly B12, are vital for energy production as they help convert dietary energy into ATP (adenosine triphosphate), the form of energy your cells use. A deficiency in B vitamins can lead to fatigue and low energy levels. Supplementing with B vitamins can support energy metabolism and reduce feelings of tiredness.