Taurine

Pretend benefits: Energy drinks.
Taurine occurs naturally in shellfish, other seafood, and meat. Companies add large amounts to energy drinks because it's supposedly energizing, but no credible evidence exists for that claim. There are no reports of harm from the taurine added to drinks.