Identifying physical abnormalities such as cracks, breaks, and discoloration. Ensuring uniformity in catalyst batches, which is essential for consistent catalytic performance. Detecting signs of deactivation or poisoning, which can significantly affect catalytic activity. Providing a preliminary assessment that can guide more detailed analytical techniques like X-ray diffraction or scanning electron microscopy.