Measuring AI visibility is fundamentally broken because answers are...

https://blogfreely.net/murciajpvo/how-to-report-ai-visibility-without-faking-determinism

Measuring AI visibility is fundamentally broken because answers are non-deterministic and heavily influenced by geo variability. You cannot rely on static, black-box reporting. This is why enterprise teams are building custom stacks