With a defined set of materials to be evaluated, developing a thorough strategy is crucial as it will dictate the accuracy and feasibility of the screening protocol. The strategy employed in this work focuses on 1) determining DFT descriptors for the fundamental steps of a photocatalytic process and the approximations to be employed and 2) establishing a costeffective way to compute those descriptors.