 "Too Much Monkey Business" was an influence on Bob Dylan's "Subterranean Homesick Blues".The glam rocker Johnny Thunders paid tribute to Berry's song in "Too Much Junkie Business," a mix of "Pills", by Bo Diddley, and "Too Much Monkey Business.