They could just drop their opengraph tags if they don't want their content shared in this way. Of course, a simple link will be much less appealing to click on for most users.
It's this imbalance in bargaining power that the Australian law at least aims to change (and it's why it's administered by the competition and consumer commission).
I hate Facebook, but I think laws to reduce competition are pretty stupid and do not benefit public.