A few close calls
Some of those favors actually get you some close calls. You get very far in the interview process (which can be harder for women) for one job—a great job. You have several back and forth exchanges with one contact. But, they decide to go in a different direction. Or, the person in the hiring position loses his job, so he can’t hire you, and that lead goes cold.