While microscopic analysis provides valuable insights, it also presents several challenges. One major challenge is the sample preparation, which can be complex and time-consuming. Another challenge is the interpretation of the data, which requires a deep understanding of both the techniques used and the catalytic processes being studied. Additionally, some techniques, like TEM, require expensive and specialized equipment.