SO; the bottom line of all this discussion(according to some) would be, "It’s a waste of time, trying to upgrade your system/listening pleasure, by actually auditioning(LISTENING), since YOU’RE too inept to tell if there’s an improvement in sound, without a degreed Scientist present, to PROPERLY conduct experiments on your proposed purchase and determine(for you) if it’s POSSIBLE for that component/tweak, to positively affect what you might hear." Right?
Wrong.
The problem is you'll need to actually accept nuance, rather than black-and-white answers, in order to understand the point that keeps being made.
As I'd repeated: no one needs to do science in being an audiophile. Practice it however you wish, whatever makes you happy. Buy a new power conditioner and it seems your system sounds better? Enjoy.
But the more a claim enters the realm of "controversial" (and by that I mean "controversial among experts who have relevant knowledge and expertise"), if you really care about truth and having intellectual humility, then you would simply admit that, though personal experience seems to validate a positive claim, it isn't the type of data that would settle the matter, due to all the issues already pointed out. If you say "I heard a difference and I'm good with that"...fine. But when people leap to objective claims "therefore my experience has verified the claim and anyone who doesn't hear what I hear is at fault" then, that's going to get some pushback for the hubris it is.
As I've said: I have plenty of gear I haven't scientifically tested, and I have not advocated it's necessity for enjoying high end audio.