One problem is that these techniques - as I have seen them applied - are terrible at analyzing multimodal distributions. They will fail to capture small detract

One problem is that these techniques - as I have seen them applied - are terrible at analyzing multimodal distributions. They will fail to capture small detractors until they pile up into a feeling of the software being user-hostile, because until then the engagement is not dropping, even though its foundations are eroding.