The Georgia Bureau of Investigation is investigating the incident at Lock Stock & Barrel Shooting range, the agency said to CNN in an email.
The Coweta County Coroner, Richard Hawk, confirmed that three people died.
Grantville is about 50 miles southwest of Atlanta.