Spectroscopy techniques are invaluable for characterizing catalysts and understanding their behavior under reaction conditions. This knowledge aids in the rational design of catalysts with improved activity, selectivity, and stability. By correlating spectroscopic data with catalytic performance, researchers can identify the key features responsible for catalytic activity.