"hot people" is what I was getting at by "type". Machine learning nowadays should be able to figure out "hey, this user likes people who look like this, so let's prioritize potential matches who look like this".
If you wanna get extra dystopian, link the profile to a PornHub account and figure out the user's "type" that way.