Laugh at them. Neanderthals were muscular as hell, extremely athletic, smart, and tough as nails. They hunted mammoths and cave bears by getting up close and personal...hell, even the women were willing to grapple with large prey during a hunt. Fatties claiming to be Neanderthals would be supremely laughable.