
AI-powered ad platforms replace deterministic models built on cookies and click tracking. Cookie depreciation and privacy regulations have eroded click-based attribution. Eighty-four percent of CMOs prioritize marketing ROI for budget allocation. Signal loss and fragmented customer journeys increase measurement complexity. Fifty-four point three percent of AI users at Prosper Insights & Analytics employ generative AI for analysis.
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Cloudflare Reports Bots Now Generate 57.5% of Web Traffic
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