Three people were inside having manicures and pedicures at The Pampered Girl salon on Gough Street just before noon.
Police say the gunman went down the line and robbed each of them of their wallets, cellphones, and other valuables.
The salon and its employees were not robbed.
Police say the salon's neighborhood is a safe one and robberies there are rare.
No arrests have been made.