Abstract: The revitalization and utilization of stock construction land serve as pivotal measures to propel high-quality urban development, foster the optimal allocation of land resource elements, and expedite the formation of new-quality productivity. Drawing upon the verification outcomes of stock construction land in Kaifeng City, Henan Province, this paper delves into the primary issues prevalent in its stock construction land. By integrating the city's regional economic and geographical attributes, the study analyzes the influencing factors of the revitalization and utilization of stock construction land. The entropy method and normalized weighted summation approach are employed to assess the potential for revitalizing and utilizing stock construction land, thereby establishing a relatively comprehensive and universally applicable evaluation model for assessing the utilization potential of urban stock land. The results reveal that the utilization potential values of the nine counties and districts within the city span from 59.96 to 81.65. Among them, Tongxu County, Weishi County, and Xiangfu District exhibit the highest utilization potential, positioning them in the first-level potential area among the nine counties and districts. Lankao County and Longting District possess medium utilization potential, situating them in the second-level potential area. Conversely, Shunhe Hui District, Gulou District, Yuwangtai District, and Qixian County demonstrate lower land utilization potential, categorizing them into the third-level potential area. Based on the evaluation results and field research, this paper undertakes research and analysis on differentiated countermeasures for the utilization of potential areas across various levels, providing data support for the formulation of pertinent plans, the optimization and adjustment of development zone layouts, the establishment of land potential exploitation plans, and the enhancement of related policies and systems.