We need a standard for managing these controls on the browser side, which major browsers can then implement. It wouldn't surprise me if people were already working on something like that. If I reject ads from google doubleclick specifically, they should be pre-rejected for every subsequent website that asks the same question. Likewise for the various cookie purposes.
(I do understand the unfortunate potential for fingerprinting here...)