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Rule aeo-446710fd4f5e2232 · measurement · hypothesis, not yet confirmed
Track AI visibility separately by LLM and by intent type.
Applies to: all
Hypothesis: the reasoning is published, but no independent evidence confirms it yet. Test it on your own pages before you rely on it.
Why this matters
ChatGPT and Claude share only ~8% of citations; brand overlap ranges from 40% (Purchase) to 63% (Comparison); optimizing for the wrong intent type may waste resources.
Implementation
Type: system
Anti-pattern
Tracking a single 'AI visibility' number without segmenting by engine and intent type.
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