CO 2 hydrogenation is the most efficient way to achieve the goal of "Carbon Neutral," and the transition metals (Mn, Co, Ni, Cu)embedded faveolate ZnFe 2 O 4 were fabricated and then evaluated with a CO 2 hydrogenation test. The systematic investigation of the effect of the introduced transition metals on the catalytic performance revealed that the activity was influenced by the surface structure, especially by the surface FeÀ C percentages. The introduction of Zn could increase CO 2 adsorption, thus promoting the reverse water gas shift (RWGS) reaction, which is considered the first step during CO 2 hydro-genation. The surface FeÀ C species played a significant role during the Fischer-Tropsch (FÀ T) synthesis, specific to the carbon chain growth process. Among all catalysts, Co-doped ZnFe 2 O 4 exhibited the highest surface FeÀ C percentage; therefore, it exhibited the optimal CO 2 conversion, C 2 + selectivity, C 2 -C 4 space-time yield, and olefin/paraffin ratio, which were 42.12 %, 81.26 %, 34.64 %, and 40.25 %, respectively. Furthermore, the introduced Co species can also act as active sites to enhance the activation and dissociation of CO 2 , as confirmed by theoretical adsorption calculations.