If person 1 has a probability of A of eventually winning, we note that person 2 must also have a probability of A of eventually winning given that person 1 does not win on his first turn.
So we arrive at 3 outcomes:
Person 1 eventually wins - A
Person 2 eventually wins after person 1 does not...