I think it is pretty obvious that these companies have built pretty sophisticated scrappers for social media sites as well to bypass any API or ToS restrictions

I think it is pretty obvious that these companies have built pretty sophisticated scrappers for social media sites as well to bypass any API or ToS restrictions. Twitter bots for politics aren't even hidden. Reddit has a huge problem with social media manipulation as well.