Yes...apparently having guns and stockpiles of food is key. I only got 58%. I went back and said I had guns and stockpiles of food and my chances went up to 79%
Oh and I like zombies ok I guess. Are they overdone? Sure. But so are a lot of the subjects I'm into, like vampires.