Bibby got his name from playing basketball after a friend started calling him Bibby because of his shot, referring to former NBA player Mike Bibby. When his friend died, he adopted Bibby as his rap name. Lil Bibby grew up alongside fellow rapper G Herbo, who is also from the same neighborhood.