Apply the simple toothpaste (not gel) on your couch and rub it gently. Then clean it with a clean cotton cloth. I hope it will be removed. If still it stays then you can apply vinegar or alcohol to remove it.
Tried toothpaste on it got most of it off then used vinegar and now you can't see it at all :)