This store is currently operating as Old Time Pottery, but I know it was something else before. There is an unused garden center on the right hand side of the store, and the bathroom area in the back feels like a 60's-70's era Kmart. I also thought of Zayre, which did have stores in Cleveland, but I don't remember any of those having a garden center.
The address for the store is: 7011 West 130th Street Parma Heights, OH 44130. It's right across from the old Halle's and the groovy Sears store. Next door to it is an abandoned MC Sports which I think might've been a grocery at one time.

Unused Garden Center. The doors to this area from the inside of the store are painted over.