What? You never wanted the car in the first place because of the bumpers? The owner seems like a decent guy. Hopefully he just shrugged you off.
The original ad stated rust repair. He let you drive the car. He said he was negotiable. He will allow a PPI. He told you about issues that you might have missed, etc.