Highly crystalline and idiomorphic CoTiO single crystals with a well-defined polyhedral morphology were grown successfully for the first time by a facile flux method. Herein, the effects of the molten salt type and cobalt precursor on the phase composition, crystallization habit and morphology of the CoTiO products were also investigated. Importantly, using the flux-grown CoTiO crystal as the visible-light sensitizer due to its narrow band gap to couple with graphitic carbon nitride (g-CN) by a direct in situ thermal induced polycondensation route, novel CoTiO/g-CN composite photocatalysts were obtained. The as-synthesized samples were systematically characterized by XRD, EDS, SEM, TEM, SAED, HRTEM, FT-IR, XPS, DRS and PL techniques. The results revealed that CoTiO polyhedral crystals were closely combined with g-CN nanosheets leading to the formation of a heterojunction structure at the interface between CoTiO and g-CN. Photocatalytic evaluation showed that the heterostructured CoTiO/g-CN composite exhibited much higher photocatalytic activity for the degradation of methyl orange under visible light irradiation than that of individual CoTiO and g-CN, which could be mainly ascribed to the synergistic effect between CoTiO and g-CN, including the enhanced visible-light harvesting ability and more efficient separation and longer lifetime of photogenerated charge carriers. Furthermore, the composite photocatalyst showed an excellent stability and reusability during four successive cycles. Finally, a possible mechanism responsible for the charge separation and improved photocatalytic activity was proposed.