Mount Olivet Baptist is located on Acworth Due West Road about a mile south of the intersection with Cobb Parkway. Originally established in 1835, the church is one of the oldest in the Acworth area. Michael A. Smith is the church's pastor, and he handles the majority of the Sunday preaching. The church has a main building with a steeple and an additional building in the rear that houses the church's fellowship and dining facilities.