Police said around 11:30 a.m., officers were called to Clippers Barber Shop on Hudson Avenue near Norton Street.
According to police, the suspect went into the barber shop, got his haircut, then robbed everyone inside.
The suspect then left the store. No description was given by police.
No one was injured and the investigation is ongoing.