The Erie Times-News reports the man walked into a Papa John's store in Erie early Thursday wearing a black mask and carrying a revolver.
When an employee told the robber that the deposit had already been made, the suspect ran away.
Nobody was hurt in the incident, which Erie police say is the fifth targeting a business this month - including three aimed at pizzerias.