Unusually high loading of noble metal nanoparticles on nanostructured metal oxide surfaces, like inverse titania or tin oxide opals, was achieved by antimony doping of the metal oxide, which bodes well for their use as supports for heterogeneous catalysis and photocatalysis, chemical sensor, and solar cell applications.