$F(x)$ must be strictly increasing.

$\lim_{x \to \infty} F(x) = 1$ and $\lim_{x \to -\infty} F(x) = 0$.

$F(x)$ is always symmetric about 0.

The derivative $F'(x)$ is always constant.