AI tools target campaign ROI measurement and competitor ad research

Adobe’s announced ROI tool combines marketing mix modeling, multi-touch attribution, budget scenarios, and live-campaign updates; its data requirements, pricing, and decision impact remain unverified. WinnerAdSpy separately claims a 20M+ ad-creative library and AI-assisted research, with freshness, coverage, and scoring methodology still to validate.