The group of evil robot Darkhawks are called the Fraternity of Raptors in the comics
When asked what song they first danced to by Gamora, Peter answers with "I'd Make It You" by Kirby Krackle. While the song and band are fictional, the "Kirby Krackle" is a comic book art motif, in which a field of black is used to represent negative space around unspecified kinds of energy, popularized by Marvel artist Jack Kirby.