Complex characterization is crucial because it provides insights into the active sites of catalysts, their stability, reactivity, and overall efficiency. Detailed knowledge of these factors enables the rational design of more effective catalysts and the improvement of existing ones. It also aids in identifying the causes of catalyst deactivation and helps in developing regeneration strategies.