X-ray Diffraction (XRD) is essential for characterizing the crystalline structure of solid catalysts. It provides information on phase purity, crystallite size, and lattice parameters. XRD can also be used in situ to study changes in the catalyst structure under reaction conditions, aiding in the design of more effective catalysts.