Is not having a girlfriend a red flag to women?

I’m 23 and I’ve never had a girlfriend before, I haven’t had much luck in the dating scene. But is not having a girlfriend a bad thing to women? Is it a red flag? Will they not want to date me anymore? And if so then why? It’s not like I’m this bad boy who just doesn’t want any commitment. I wouldn’t mind having a girlfriend but things just haven’t worked out in my favor I guess.