Catalysts often work on the surface and have specific active sites where reactions occur. Understanding the distribution and chemical state of these active sites is critical for optimizing catalytic performance. SAM provides high spatial resolution and sensitivity to surface composition, making it ideal for characterizing nanostructured catalysts and supported metal catalysts. It helps in identifying the presence of promoters, poisons, and other surface phenomena that influence catalytic activity.