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AI search is a measurement black hole. Between non-deterministic answers and...

https://wiki-velo.win/index.php/Claude_Keeps_Refusing_Queries:_How_LLM_Instability_Ruins_Your_Brand_Tracking

AI search is a measurement black hole. Between non-deterministic answers and severe geo variability, static rank tracking is now useless. Most agencies have moved to custom stacks because standard tools simply can't handle the noise

Submitted on 2026-05-04 17:26:26

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