Why?

If done wrong they can be very boring

They give a visual representation of the song and the meanings behind

Add more to the song

Gives a reason behind the music, and a view of the musician or producer

they tell the story of the song

They tell a story and add another meaning to the music

Suits music

As they bring a story to the lyrics and song itself.