I was thinking the same thing. There might be more info that hasn't been shared yet, but there's a reason the OP is so skeptical.
Just my advice . . . I would not buy from a dealer. They have no connection to the vehicle. If you're buying a Camry, that's ones thing. But there's no way I'm...