The second thing is related to providing the confidence estimate for the given experiment when analysed at different dimension levels. I understand your concern about multiple-test problem, still, at least in Typeform, we need that number. IMHO, it is better to have it in the toolset and then letting people decide whether use it or not, than not having it and limiting final user at deciding what to do