Yes, you need to have a good voice to start with but just like having 5 fingers does not make you an artist, having a great voice alone can not make you a voice star.
But, voice work is a lot more than simply reading a script. The most common sort of voice over artist is the narrator. https://tinyurl.com/2pu6vcu8