Along with the accelerating process of urbanization, the pressure and impact on the city’s geological environment has grown greatly. Engineering geological conditions directly affect the city projects. Through case study, the appropriateness of buildings of different heights was determined based on fundamental bearing capacity. Cluster analysis was used to divide different areas suitable for buildings of different heights. The evaluation results are reasonable, which would guide the construction of projects. It is of great significance for urban planning and development.