Stone Chip in Plastic
 

Looking for suggestions on fixing a gouge or stone chip on the back of the drivers side mirror. It’s plastic so not sure what to do. Sand I’d carefully smooth and then touch up paint? Just fill the whole spot with paint? It’s pretty small but is irritating me to death. Cx5 is sonic silver in color.