"Shoegazing Kids" was generally well received by critics who praised the energy and ability of the band.In his review of the album, Iain WhiteTapes lauded Stuck in the Sound's "extreme technical skill", and called the album a "revelling journey through stories of failed relationships, fleeting romances and long nights in Paris bars".