Police responded to and evacuated the store, but after searching found "nothing of suspicion."
Authorities had asked the public to avoid Commerce Parkway in Muskego during the investigation. It has since reopened, police announced around 8:20 p.m.
The Milwaukee County Sheriff's Office K-9 explosives unit was called in to assist.
There is no threat to the public, police said, but the investigation is ongoing.