The authors of the book "I Can't Believe It's a Bigger and Better Updated Unofficial Simpsons Guide", Warren Martyn and Adrian Wood, wrote: "A superb episode, with Marge rightfully centre stage. Despite his general unpleasantness, Mr. Burns' gratitude to Marge is both welcome and unexpected. And the dig at Water Parks is spot on." In October 2008, Ringo Starr posted a video on his website in which he said he was too busy to answer fan mail and that all mail sent to him after October 20 would be thrown out. Although Starr did not mention "Brush with Greatness" in the video, several media sources compared his announcement to his portrayal in the episode.