yes, but it is always a good decision to let the manager know
I agree about checking with management to let them know. They probably would ask that you not park too close as to be an inconvenience to their shoppers. I have seen them in the parking lots before, as well as big rigs, so I have seen others do it. Whether or not with permission I don't know.
Check with the store management.
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