Understanding the active sites and mechanisms of catalysts is crucial for designing more efficient and selective catalytic processes. X-ray spectroscopy provides detailed information about the electronic structure, oxidation states, and coordination environment of the catalytic materials. This information is vital for correlating the structure of the catalyst with its performance, enabling rational design and optimization of catalysts.