 Solution

State $0$ is an absorbing state and a recurrent state. From every positive state, the stock decreases strictly at the next step and can never increase, so a return to that positive state is impossible. Thus all positive states are transient, with return probability zero. Starting from $N$, absorption occurs within at most $N$ sticker-taking children.