What if your guinea pig has purple nipples?

You probably squeeze your guinea pig's nipples too much or too hard. They could be biting or scratching it themselves , if your guinea pig is male this is nothing too worry about but if it's female and you want to use it for breeding purposes then you should get it checked out.