His reaction after hearing the line suggests to me that he hadn't seen the clip before this moment, since he initially seemed to be sternly watching the video (as if he was thinking "alright, what shit is Joe going to pull in this one?"), and then he just laughs as he realizes that his "opponent" is campaigning for the Senate instead of the Presidency.