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Attribution Audit
Quote

November 13, 2026

1 post

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Diagram showing AI quoting the visible text on a page while structured data helps identify the business

AI VisibilityNov 13, 2026

What Structured Data Helps AI Search Cite Your Pages (and What Doesn’t)

Structured data helps AI search identify who you are. It does not get your pages cited. Here is what the 2026 evidence shows and the schema worth keeping.

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