> spend half of their budget on a demographic objectively clicks through at a drastically lower rate, they will have to spend 2X more money

This reasoning pre-supposes that only CPM-style ads are available, to the exclusion of CPC or CPA, but that seems unlikely on a platform as modern as FB.