Intermediates are transient chemical species that form during the conversion of reactants into products. These species are often short-lived and difficult to isolate, but they are crucial for understanding the mechanism of a catalytic reaction. Intermediates can provide insights into the reaction pathway and help in designing more efficient catalysts. For instance, in the oxidation of carbon monoxide on a platinum catalyst, the formation of carbon dioxide is a key intermediate step.