No time requirement to leave. 3 seconds, 20 seconds, it doesn't matter. He said he wasn't leaving.
He identified himself as the police, it is a moot point if he identifies himself as an agent of the store.
I find it odd that the two men just happened to be videoing themselves in the parking...