According to Andrew Goodwin's book, there are several key features that distinguish a successful music video, including a strong relationship between the lyrics and visuals, distinctive styles and imagery for different genres, and frequent close-ups of the main artist. The document discusses how these points are important to consider when creating a music video, as the author and their group plan to incorporate these elements based on their genre of music.