The structure of a catalyst, including its surface area, pore size, and dispersion of active sites, is critical. Nanostructured catalysts often show superior performance due to their high surface area and unique electronic properties. Techniques like X-ray diffraction and electron microscopy are used to characterize catalyst structures.