Oh, Nuts
For scratches that have penetrated beyond the finish, try rubbing a pecan or walnut gently across the surface of the scratch. You'll fill the wood naturally, quickly and cleanly - and the natural oils in the nut will ensure that it lasts.
Photo Credit: flickr/mrjoro