Active metal sites refer to specific locations on a catalyst surface where the catalytic reactions occur. These sites are typically composed of metal atoms that are capable of interacting with reactant molecules, facilitating their conversion into products. The efficiency and specificity of a catalyst are largely dependent on the nature and distribution of these active sites.