It can also be driven by level of my wealth, so a business A might be willing to pay more for an ad for its product than business B despite less assumed relevance, then ranking would not reflect assumed relevance.
p(click) is an estimate, of course, but you'd reasonably expect that Google has gotten pretty good at that.