LLM trackers are quietly breaking their users' own analytics

And nobody in SEO is talking about it yet There is a measurement problem sitting at the centre of the AI visibility industry, and the tools sold to solve AI search measurement are the ones causing it. The pollution is silent, it is structural, and it is showing up in exactly the dataset that GEO practitioners now rely on most. This post lays out the mechanism, why it matters more than the rank tracker problem that came before it, and the simple product fix that would clear it up. The mechanism W