Reduction of carbon dioxide into value added fuels and chemicals has been an interested field of research both in terms of energy as well as in environmental point of view. In photocatalytic reduction, in principle, the material harnesses the natural sun and atmospheric carbon dioxide in a sustainable pathway and convert it into chemicals and fuels, which requires a series of electron and proton transfer reactions, a style similar to the natural photosynthesis. Only the fruition of the technology, even in research laboratory scale is still a challenge due to the ‘n’ number of hurdles associated with the procedure. The mechanistic aspects are yet not readable or the current knowledge is not sufficient to explain the exact reaction mechanism. Amazingly, no arguments or controversies going on these issues among the scientific community. Out of all ‘n’ number of hurdles, here we are debating the mystery behind the mechanistic aspects of CO2 reduction.