\displaystyle \sum_{n = 0}^{\infty} \mathbb{P}(X > n) \underbrace{\mathbb{P}(Y > n)}_{\leq 1} \leq \sum_{n = 0}^{\infty} \mathbb{P}(X > n) = \mathbb{E}X