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Why FAQ pages often fail in AI results despite using schema

Screenshot style visual of an FAQ page with JSON-LD FAQ schema next to an AI answer panel showing “not cited” due to incomplete answers and low cross source trust
FAQ schema provides structure, but AI systems cite answers based on completeness, clarity, and cross source trust

FAQ schema helps search engines recognize question and answer structure, but it does not guarantee AI citation. AI systems still evaluate whether the answers are complete, specific, consistent across your site, and trustworthy enough to summarize without risk, so many FAQ pages fail in AI results even when the markup is correct.


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