NiO-sensitized anatase is designed to share lattice oxygen at the particle interface and is prepared by the topological transformation of atomic-ordered layered metal hydroxides; the interfacial Ti-O-Ni linkages act as efficient electron transfer conduits to achieve photosensitization.