This study focuses on the catalytic reaction of carbon dioxide (CO2) hydrogenation using 0.5 wt% nickel (Ni) deposited on silica oxide support (SiO2). Initially, these Ni clusters exhibit limited catalytic activity and selectivity toward carbon monoxide (CO) formation. However, the introduction of zirconium ions (Zr4+) onto the Ni clusters leads to a remarkable improvement in the catalytic efficiency of CO2 hydrogenation and methane (CH4) production. The interaction between Ni and ZrO2 generates interfacial sites that play a multifaceted role. These sites facilitate the binding of acidic CO2 and promote the atomic hydrogen migration from ZrO2 to Ni. Consequently, the creation of interfacial sites on the Ni catalysts directly enhances the rate of CO2 hydrogenation while also increasing CH4 selectivity. The primary intermediate in this process appears to be monodentate formate species, which can undergo direct decomposition to CO or conversion into formic acid intermediates. The formic acid intermediates subsequently undergo hydrogenation, ultimately leading to the production of CH4.