AI is reshaping how CMOs measure marketing by expanding the portfolio beyond short-term performance metrics. This post outlines a three-tier measurement framework that balances efficiency and ROI with growth and loyalty signals, plus emotional resonance and brand resilience. It closes with practical steps to modernize measurement, align data capabilities, and connect brand impact to business outcomes.