On my JR account, I've noticed I have 84 points at the moment from previous purchases. I remember, on the old version of the site, they used to be available to apply discounts - but on the current site, it doesn't seem like they do anything? It's entirely possible I've just missed a button somewhere, but it seems a little redundant to have the system if it doesn't have a function.