I honestly think face is the most important factor, for both men and women. Regardless of body type, an ugly face can really kill someone's ranking. But still, if you're fat then losing weight is worth it just for the health benefits alone. Packing on muscle is probably overrated. A lot of the guys I see women go for have handsome faces, are tall, and skinny. They're usually not noticeably muscular.