Spectroscopic techniques like NMR, IR, and XPS provide detailed information about the molecular structure and composition. Interpreting this data involves identifying characteristic peaks corresponding to various molecular vibrations or electronic states. Advanced software tools are often used to simulate spectra and compare them with experimental data, aiding in the identification of active sites and intermediates.