"Dennis Perkins of "The A.V.Club" gave the episode an A-, saying "’Brick Like Me’ is a miracle of an episode, a heartfelt, inventive, exquisitely performed, and tightly written half-hour that reinforces what I’ve been saying all season—there's no reason why "The Simpsons" can't be good again."