That said, I think the reason why machine-driven advertising is so much better than its predecessors is simply that the predecessors were really awful. They used to do market research by installing double-sided mirrors in department stores then taking notes on what people looked at. It was absurd. Now, there's actually an even-odds chance that a targeted advert will meet somebody that might be vaguely interested - and that's absolutely orders of magnitude better than a billboard.
And also, to be honest, this whole complaint about cost-performance indices is a bit absurd - since as far as I can gather, they were basically oneiromancy before Google and Facebook came along.