Insights

Why AI engines cite nonprofit content without sending traffic, and the content structure, metadata, and ownership fixes that address it.

AI-ready content is content stored as structured, retrievable data, not page copy rewritten in an answer-first style. Google says its AI features need no special markup, no chunking, and no llms.txt. What actually determines retrievability lives in the content model, and this piece gives a six-point check for whether yours is the constraint.