 Ira A. Robbins of Trouser Press wrote, "the screaming 'Crush My Soul' demonstrate[s] an incipient sense of melody".Writing for "Billboard", Larry Flick praised the single, saying, "Many may misread the passionate plea as angst, but buried deep beneath the cold, isolationist shell is a core with purely positive intentions.Dig for it."