The tag is meant to describe either the fact that the tagged artist is somehow related to Jesus Christ the Saviour or the feeling of profound astonishment caused by listening to the artist's music, accompanied with voicing a colloquial interjection "Jesus!" (and other variants of it, e.g. "Jeez!" or "Christ!").