Nearly 30% of commercial AI queries now show ads — yet 88% of those advertisers are never cited in the answer. You can buy the placement; you can't buy the machine's trust.
Google’s new ad terms shift 100% of the AI liability onto you.
Total attribution or total waste — finance now owns the budget.