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

https://instaquoteapp.com/neighborhood-level-geo-testing-for-ai-answers-is-that-even-possible/

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

Submitted on 2026-05-04 17:24:29

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