The active site of a catalyst is the region where the catalytic reaction occurs. The chemical structure of the active site, including its shape, electronic properties, and functional groups, dictates how it interacts with reactants. A well-designed active site can lower the activation energy of the reaction, thereby increasing the rate of reaction.