They don't? I've worked in ad tech at some smaller places and we absolutely refunded spend during outages.
When you've more-or-less monopolized a lot of the web's content sharing you get to tell your clients to pound sand. Where else they gonna go? Twitter? The incel white supremacist dollar is not what advertisers call "the good dollar".