Oxygen vacancies (Ov) in metal oxide-based materials can regulate their surface chemical and electronic properties, and thus the amount of Ov is crucial to exert their photo-, electro-, and thermocatalytic performances. Defect engineering has been introduced to prepare metal oxide-based materials with sufficient Ov. However, the current efforts have been hampered due to the failure to quantify the absolute values of Ov in metal oxide-based materials. In this work, we have prepared ZnFe oxides with varied Ov through the calcination of a ZnFe hydroxide precursor under the guidance of reaction-triggered luminescence induced by Ov. Hydrogen sulfide (H2S), with the dual functionality of specific affinity toward metal oxides and low-temperature reducibility, has been utilized to react with Ov and interpret the Ov contents in ZnFe oxides. A stoichiometric relationship has been established between H2S and surface-adsorbed oxygen (Oad), leveraging the reversible interconversion between Oad and Ov. Accordingly, the Ov contents in ZnFe oxides have been regulated, guided by the total luminescence integral areas of H2S oxidation. The universality of the proposed luminescence strategy was verified by other metal oxide-based materials, such as ZnCo and MgFe oxides. Our work demonstrates a simple and rapid strategy to quantify the Ov contents in metal oxide-based materials, providing guidance for the precise modulation of Ov in metal oxide-based materials with a high catalytic performance.