In the past I have never left a tip at the spa because I wasn't aware I was allowed or supposed to. Where do you leave it? In the room once you're done or at the desk as you leave?

I think this is something you could advertise at check in or when booking as a disclaimer so people know. For me, I treated them like Couples employees and didn't think to tip.