Gwinnett detectives expand search for victims of suspected fake cop

Gwinnett County police are actively seeking out new witnesses in a fraud and assault case involving a suspect who claimed to be an officer. Detectives are reviewing evidence to determine if Xavier Anderson is linked to other unsolved incidents in the metro Atlanta area.

Anderson was taken into custody in January 2026. He faces multiple felony charges, including kidnapping, armed robbery, and impersonating a public employee. Prosecutors allege he arranged to meet a victim for sexual services before assaulting and robbing her. Records indicate he has no prior employment in law enforcement.

Following his arrest, investigators found data suggesting Anderson may have targeted additional victims. These individuals have not yet filed official reports. Officials note that those working in the sex industry often hesitate to come forward when the suspect claims police authority. The department stated that all reports will be treated with dignity and respect.

The suspect currently faces charges for rape, aggravated sodomy, false imprisonment, and four counts of aggravated assault. He is also accused of multiple firearm-related offenses. The initial reported crime took place in unincorporated Gwinnett County, though Anderson maintains ties to the wider Atlanta region.

Authorities are asking anyone who believes they were victimized to contact their local agency. Residents of Gwinnett County can report details to the police department at 770-513-5700. The investigation remains open as detectives analyze the latest evidence.