Comment by darkcha0s

I run a startup that heavily relies on ads, and I can tell you for sure that we spend and measure ROI in detail. We have metrics that tell us exactly how much we need to spend to convert a user into paying user, so that we can budget ourselves accordingly; I think most low/mid tier companies do this. Of course, when you look at real giants, its a different story as the ROI is harder to measure.