What does Angel Fish angelfish mean? May 26, 2017 All Dictionary Angel Fish angelfish meaning in Urban Dictionary a lady to who giving oral sex is a really heavenly, out-of-body experience. The gf of a loserfish. Is a rather awesome one who loves the lady boyfriend even if he functions like a dummy often. In addition, never mess with 'em.