I'm not sure why you think so. I can't think of a genre where VR wouldn't work in some form, but especially anything first-person should work just fine.
edit: Downvoting, classy. Yeah, let's ignore first-person games like Sairento, Budget Cuts, Boneworks, etc. which are fantastic because they're first person and how immersive it is to be inside a game as the player. It couldn't ever work. The proof is right there (not really).