rejection artist Share definition Flag Someone (usually a superficial female) who rejects most men that are interested in her. I think she's a rejection artist because I've seen her picture for years on the internet singles site. rejection artist by DelPelham December 27, 2011 0 0 Get merch Get the rejection artist mug. Buy Now — $32.95 See more merch