Fire Chief Woody Ball told The Advocate-Messenger that emergency crews were called Monday because customers were afraid to leave the store.
First responders quickly realized they would need help, so they called Gary and Joyce Taylor, who live in nearby Perryville and have experience in bee removal, Ball said.
"We didn't want to just hose the bees off the side of the building because they are so vital to our world's ecosystem," Ball said. "They aren't hurting anybody, and we're willing to stay here with it and let them collect the bees."
The newspaper reports the Taylors arrived to find more than a million honeybees swarming in the area.
"A queen bee died, and these bees followed another queen bee that took her place, and she's looking for a place to start a colony," Ball said. "This is where she landed and it looked like a good spot, so that's where the rest of the bees landed."
Fire crews shut down part of the road while the Taylors worked to safely collect the insects.
Although the situation had the potential to carry a sting, Ball says there were no injuries to people or bees.
"It's a good outcome for everyone," said Ball. "No one is hurt, the bees are rescued and the Taylors will have some nice honey to sell at the farmers market."