No easy answer considering your starting point. The folks on the show played stuff based on '40s styled playing which evolved from earlier styles. Blues is basically a vocal folk music with instrumental backing/commentary. Fans brought up on rock focused on the guitar playing (because they had fingers and couldn't really sing) and this has distorted the history. Maybe Allen Lowe could elaborate.
Have I pissed of enough folks now?