Yes, you should have a great 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. However, voice work is so much more than just checking out a script. The most common sort of voice over artist is the storyteller. https://tinyurl.com/5n9x2z9d