Ai visibility is a vanity metric and even though stakeholders are obsessing over it, doesn't change that fact. Here's a few ways to think about what you can track and how you can talk to your stakeholders about the new KPIs you'll need to track effectiveness.

https://www.seerinteractive.com/insights/ai-visibility-is-a-vanity-metric-prepare-your-execs

AI Visibility is a Vanity Metric, here's how to tell your boss

Understanding the shift from SEO to AI visibility and why traditional metrics no longer apply. AI visibility is a vanity metric, and what to do about it.