Intermediates are transient species formed during the catalytic cycle. They can provide valuable clues about the reaction mechanism and the nature of the active sites. However, detecting and characterizing intermediates is often challenging due to their short lifetimes and low concentrations. Advances in in-situ and operando techniques are helping to overcome these challenges, providing deeper insights into catalytic processes.