A baseline before anyone touches it.
The day a page is added, where it stands is recorded. Every row after that reads before → after against that ground truth. Nothing is forecast.
The AI Command Center puts the four buckets in one place, as four tabs: Be Ready, Be Found, Be Cited, Be Effective. Each page runs through one loop. Add it, baseline it, do the work, check it went live, then measure what moved.

The day a page is added, where it stands is recorded. Every row after that reads before → after against that ground truth. Nothing is forecast.
The live page is checked for the changes that were shared. Suggestions that were handed over but never shipped show up as “awaiting dev”. That’s usually the real bottleneck, and hardly anyone counts it.
Your tracked questions, asked of the AI assistants and Google’s AI Overviews, with who was cited, who was named and who was there instead.
Tracked landing pages, and whether visitors landed, went on elsewhere or stopped. A campaign gets judged on what happened after the click.