Oak Park is located in southern Emanuel County, along U.S. Route 1. Oak Park has a total area of 7.2 miles. 

Oak Park was originally named Sol, GA from June to August of 1880, then changed to Horace, GA. Later in 1904, it was changed to Oak Park, GA.