Validating hypotheses in catalysis often requires advanced analytical techniques. Techniques such as spectroscopy (e.g., NMR, IR, UV-Vis), chromatography (e.g., GC, HPLC), and mass spectrometry can provide insights into reaction intermediates, product distribution, and catalyst structure. In situ and operando techniques are particularly valuable for monitoring catalytic processes under real reaction conditions.