How do you design an effective feedback loop so autonomous agents improve campaign performance over time?

We establish automated webhooks that pipe ad spend and revenue conversion figures back to the agent environment every twenty-four hours. The agent evaluates which headlines generated paying customers, isolates the emotional triggers responsible, and automatically generates new iterations based on top-performing assets. It becomes a self-optimizing engine that compounds efficiency.