Yes, you need to have a great voice to start with however much like having 5 fingers does not make you an artist, having a great voice alone can not make you a voice star.
However, voice work is so much more than simply reading a script. The most typical sort of voice over artist is the storyteller. https://tinyurl.com/2k6797e3