It just occurred to me rose doesn't know who cthulhu is does that mean cthulhu doesn't exist in the homestuck universe at all

Yep, no Cthulu in Homestuck, but there’s always Fluthlu,  Nrub’yiglith, and my personal favorite Oglogoth the Deep One