An investigation got underway overnight after two suspects barged into the Hustler Hollywood and robbed the store at gunpoint.
The robbery happened shortly before 1 a.m. Thursday at the location on Church Street.
Officials with Metro Nashville Police said the suspects entered the store right before closing time and pointed guns at the clerk.
Customers were also inside at the time of the incident.
Police said the gunmen got money from the register and forced the clerk to open the safe. The men also stole a purse from one of the customers and then took off on foot.
According to investigators, the suspects were wearing all black with red and dark colored bandanas over their faces.
A K9 unit tracked the suspects to an alley where police believe they got into a car.
No one was hurt during the ordeal.
Anyone with information should call Crime Stoppers at 615-74-CRIME.