When the family was having dinner with Jerome and his daughter, Brian comments on this relationship by saying "It's about time people of color broke bread at this table." This is not the first time the Griffins had a black person on their table, and Brian himself dated a black girl in the season four episode "Peter's Got Woods."
Lois, while listing every black TV star, mentions "that monster that plays tennis". In 1965 Bill Cosby became the first black actor to have a leading role on a TV drama when he co-starred on 'I Spy', playing an intelligence agent posing as a tennis trainer. This episode of Family Guy was made after the initial accusations of drug facilitated rape were leveled against Bill Cosby but before formal charges were pressed.
The title is based off of "Baby Got Back" by Sir Mix-a-Lot.