Measuring AI search visibility is a nightmare because answers are...

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Measuring AI search visibility is a nightmare because answers are non-deterministic and shift based on extreme geo-variability. You can’t rely on a standard dashboard to tell you if you’re "ranked." To get real data, we’ve moved to building custom stacks