Despite having defects, amorphous titanium dioxide () have attracted significant scientific attention recently. Pristine, as well as various doped catalysts, have been proposed as the potential photocatalysts for hydrogen production. Taking one step further, in this work, the author investigated the molecular and dissociative adsorption of water on the surfaces of pristine and doped catalysts by using density functional theory with Hubbard energy correction (DFT+U). The adsorption energy calculations indicate that even though there is a relatively higher spatial distance between the adsorbed water molecule and the surface, pristine surface is capable of anchoring molecule more strongly than the doped as well as the rutile (1 1 0) surface. Further, it was found that unlike water dissociation on crystalline surfaces, water on pristine catalyst experience the dissociation barrier. However, this barrier reduces significantly when is doped with , providing an alternative route for the development of an inexpensive and more abundant catalyst for water splitting.