Measuring AI search visibility is broken because standard rank tracking doesn't...

https://xeon-wiki.win/index.php/Does_Gemini_Pull_from_Google_Workspace_and_Change_What_It_Says_About_My_Company%3F

Measuring AI search visibility is broken because standard rank tracking doesn't apply to non-deterministic answers. Responses shift based on geo variability, making off-the-shelf tools blind to reality. To get actual data, we build our own stacks