First of all you get 3 wishes, so this genie is a ripoff. But if I had only one question I would qualify it, like “I want to live a painless and joyful life forever in a world that is peaceful & beautiful, the air, water and land are clean, the food and resources are abundant and there are no mean people.”
So his defense is he only rapes women who are his type.