The Right is not fighting for the rights of corporations. They believe that a free society best protects the rights of the little guy
Considering the balancing of these interests (which most people consider to at least sometimes conflict) is the core issue of politics, such a belief would actually render politics useless. You could just appoint the top 10 CEOs and wait for the trickle-down wealth to wash over the masses.