It's true that Facebook doesn't post anything that you haven't previously liked, however, I believe, in many cases people do think that somebody have explicitly

It's true that Facebook doesn't post anything that you haven't previously liked, however, I believe, in many cases people do think that somebody have explicitly liked that particular sponsored post rather than the page behind it.