How do you measure results from marketing on billboards and other offline channels?

I come from a digital background but in other posts recently we were discussing billboards and stuff and I'm curious, is there even a way to measure this? Like there's obvs no CPM like on online ad platforms right. But is it more "large scale" numbers? Like you look at gross sales before and after you bought a billboard somewhere?