In situ spectroscopy techniques allow the observation of catalysts under actual reaction conditions, providing real-time data on the structural and electronic changes occurring during catalysis. Techniques such as in situ IR, Raman, and XPS are essential for understanding the dynamic nature of catalysts and identifying transient intermediates and active species.