For me I think I would say something like this:

"so, do you have a boyfriend right now?"

"Actually, no. I'm gay, so I don't really date boys unless they happen to be ridiculously rich/some other silly thing" and then giggle or wink.

this adds a little humor to the situation, so that it breaks the ice and gives something else to focus on rather than the awkwardness of being outed.