Women are far more off in self-reporting their levels of attraction, arousal and the reasons for it.
Everything from studies done on bisexuality (women reported not being turned on by certain combinations but their genitals disagreed) to the OKCupid study cited above.
Men seem to be much better predictors and analyzers of what they are attracted to.
"What do women want" is a popular question ever since women were liberated.
I wish there were more studies done into this.