Yes, you must have a great voice to begin with but similar to having 5 fingers does not make you an artist, having an excellent 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 narrator. https://tinyurl.com/2eogm43r