There is a product that I know Hancock's sell and probably Joanne's: it's called Grandma's Secret Spot Remover. I've never used this product, but it does list rust on the label. Also, I've heard if you soak the spot with lemon juice and set in the sun that will help. But no matter what she does, always check for color fastness first.