Rule aeo-98f8d793cac82050 · measurement · high confidence
Track platforms separately and never blend ChatGPT, Perplexity, and Gemini visibility into one aggregate 'AI visibility score'.
Applies to: all
Why this matters
An aggregate blends different engines into one misleading number, like averaging Google rank with Bing rank; high vs low reasoning alone opens an 18 percentage point citation-rate gap.
Implementation
Type: system
Anti-pattern
Cross-platform aggregation into a single percentage.
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