Qwairy's analysis of 118,000 AI responses across ChatGPT, Perplexity, Google AI Mode, and Claude found minimal overlap in cited domains; only 11% of cited domains appeared across multiple platforms, while 89% were platform-specific. Evidence confidence: hypothesis, not yet confirmed.

Rule aeo-82c1e267161ba532 · measurement · hypothesis, not yet confirmed

Test visibility per platform rather than assuming cross-platform citation.

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

Qwairy's analysis of 118,000 AI responses across ChatGPT, Perplexity, Google AI Mode, and Claude found minimal overlap in cited domains; only 11% of cited domains appeared across multiple platforms, while 89% were platform-specific.

Implementation

Type: validator

Anti-pattern

Optimizing for one platform and expecting citations to carry to the others.

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Updated