Who evaluates ads in an AI-dominated execution?

• A. People
• B. Regulators
• C. AI agents
• D. Brand managers

Answer: (C)

In AI-dominated ad execution, evaluation and optimization are driven by AI agents that continuously monitor performance signals, test variations, and adjust decisions in real time. These agents analyze data from impressions, clicks, conversions, and other KPIs, run experiments, and automatically fine-tune bidding, budgets, targeting, and creative elements to maximize outcomes. Because the speed and scale of modern campaigns exceed human capacity, the primary evaluator for ongoing ad performance is the AI system itself, continuously learning what works best.

Human roles still matter for setting goals, establishing guardrails, and ensuring compliance and brand safety, but they don’t perform the day-to-day evaluation of ad performance in real time. Regulators oversee compliance and policy issues, not the live optimization of every impression. Brand managers and people contribute strategic direction and approvals, but the ongoing, granular evaluation during execution is handled by AI agents.