GEO/AEO Audit Framework 2026

A machine-readability checklist for the multi-engine AI era.

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The Paradigm Shift

AI search is moving beyond traditional indexing. It's no longer just asking "Can Google crawl this?" but rather: "Can an AI system find, extract, understand, trust, and confidently use this to complete a task?" This checklist separates confirmed technical requirements from unproven experiments, ensuring your architecture serves both human users and autonomous agents seamlessly.

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