Any ideas what led him to believe you no longer lived there?

Oh yeah, I forgot to mention that....
I am selling my place, so there is a lock box on the door. That's it. Surely this guy must have seen a lock box before. I don't know how you get "this person doesn't live here" from a lock box being on the door knob.