I wouldn't assume a pet in a parking lot was from that store, it could have easily wandered over from anywhere or a nearby residential area.
I found three small dogs in the parking lot of Dollar Tree a couple summers ago. Guess what? They were NOT from the store! They were from a house across the street from the store.