Photocatalytic reduction of CO2 offers a promising approach to storing energy from intermittent sunlight in carbon-containing fuels and chemicals, thereby enabling carbon recycling. Single-atom Cu catalysts have attracted attention because they enhance CO2 photoreduction. However, the roles of single-atom active sites and adjacent atoms in these catalysts have not been well understood.