This will be in the Marlboro Plaza at the corner of Rts. 9 & 520, where Hobby Lobby and Kohl's are.
It appears this is a second location, in addition to the original store in Aberdeen.
Drove past the storefront today, it's next to "Denny's Kids" in the corner.
Scroll down to see announcement.