It happened around 10:30 a.m. on Halloween along the 4300 block of Wayne Avenue.
The victim says he noticed someone watching him withdraw money from an ATM inside a nearby store.
After leaving, that same person came up and threatened him with a gun, and took the money from his pocket.
Anyone with information can call or text Philadelphia police at 215-686-TIPS (8477) or submit an anonymous tip online.