The robbery happened around 10:00 p.m. at the Queen Village Mini Market Deli in the 200 block of Christian Street.
Police say three men entered the store and demanded money. One man was armed with a shotgun.
The suspects reportedly tasered the owner of the store before fleeing on foot with an undetermined amount of cash.