If you pay per view, it's entirely rational to target towards the demographic that produces the most spend for your ad budget.
Why would you waste money advertising, e.g., mascara or sanitary pads to men? Sure, there's probably some infinitesimal fraction of men who would be interested, but targeting them profitably is not a trivial exercise.