Common nutritional supplements used for performance enhancement include creatine, beta-alanine, and branched-chain amino acids (BCAAs). These supplements may improve endurance, strength, and muscle recovery. Additionally, pre-workout formulas that contain stimulants can enhance energy levels and focus, thereby optimizing workout performance during training sessions.