Ramirez also built a reputation, despite his quirky behavior, of being someone who was a tireless worker at his hitting. He was known for long batting practice and tee sessions as well as constantly reviewing video of his swings and of opposing pitchers. However, while in the batters box during games, he kept his approach extremely simple, relying on the muscle memory and pitch recognition from his training regimen. He was known, at times, to verbally simplify his approach in the batters box to merely "seeing the ball".