"Featuring a 1990s alternative rock sound, "Guppy" musically consists of "day-glo pop-punk guitars" and "endless-rainbow [pop] hooks," as with the works of Circle Jerks, Germs, Fall Out Boy, My Chemical Romance, blink-182, and Weezer Charly Bliss was inspired by, wrote J. Edward Keyes of "Bandcamp Daily".