Yes, you should have a great voice to start with however similar to 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 so much more than just checking out a script. The most typical sort of voice over artist is the storyteller. https://tinyurl.com/m4a9u7dn