To rationalize structure-reactivity relationships for mixed-metal oxide catalysts, well-defined systems are required. Studies involving the deposition of nanoparticles and clusters of VO(x), CeO(x) and WO(x) on TiO(2)(110) and other well-defined oxide surfaces have shown novel structures that have special chemical properties. Dimers of vanadia and ceria have been found on TiO(2)(110), monomers of vanadia on CeO(2)(111), and (WO(3))(3) clusters on TiO(2)(110). The V[double bond, length as m-dash]O or W[double bond, length as m-dash]O groups present in VO(x)/TiO(2)(110), VO(x)/CeO(2)(111) and WO(x)/TiO(2)(110) surfaces dislay a very high activity for the selective oxidation of alkanes and the dehydrogenation of alcohols. The non-typical coordination modes imposed by TiO(2)(110) on ceria nanoparticles make possible the direct participation of this oxide in catalytic reactions and enhance the dispersion of metals on the titania substrate. Au/CeO(x)/TiO(2)(110) surfaces display an extremely high catalytic activity for CO oxidation and the water-gas shift reaction. In general, the chemical behavior of the MO(x)/TiO(2)(110) {M = V, Ce or W} surfaces reflects their unique structure at the nanometer level. These simple models can provide a conceptual framework for modifying or controlling the chemical properties of mixed-metal oxides and for engineering industrial catalysts.