The common geographical feature shared by Cairo and Baghdad is their proximity to major rivers, specifically the Nile in Cairo and the Tigris in Baghdad. Both cities have a rich history tied to these rivers, which have supported civilizations for thousands of years. The Nile and Tigris rivers facilitated agriculture, trade, and transportation, shaping the development of these ancient cities into significant cultural and economic centers.