Olive Branch is a city located in DeSoto County, Mississippi, United States. It is a suburb of Memphis, Tennessee, and is part of the Memphis Metropolitan Area. Olive Branch is the third-largest city in Mississippi, with a population of approximately 39,000 as of 2020. The city is known for its strong community spirit, excellent schools, and growing economy. Olive Branch offers a range of recreational opportunities, including parks, sports facilities, and a thriving arts and culture scene. It is also home to a number of major retail centers, making it a popular shopping destination for residents and visitors.