Intermediate samples in catalysis are transient species that exist during a catalytic reaction but do not appear in the final products. They provide critical insights into the reaction mechanism and the role of the catalyst. These intermediates can be either chemical species adsorbed on the catalyst surface or free intermediates in the reaction medium.