This does not scale. At some point, you need to make money somewhere.
>Besides all of that, ad business is often make-believe by the big players, giving wrong impression of how much an ad actually helps your business and improper conclusion drawing from statistics by marketing departments, instead of data analysts.
>How many marketing departments are capable of running a proper A-B-test?
Again your just digging deeper, further calling out a trillion dollar business for being wrong. Besides that you would likely need thousands of sources to accurately back up such a claim (since there's people paid much more than you, with access to many more resources than you have, have decided this is worth it). You are literally calling out entire departments that likely have a payroll 1000x your salary.