I put a set in my clipless shoes. They made a small difference IMHO. However, I am still unable to keep my feet warm after 1 to 1.5 hrs in sub freezing temps. My new set of wool socks made a far greater improvement. My next solution is a larger set of shoes or a set of winter clipless boots. ex: lake shoes
I've also used booties and found them almost worthless.