A controlled test compared three nearly identical pages: one with strong schema, one with poor schema, and one with none. Only the page with well-implemented schema appeared in an AI Overview and ...

Schema won’t guarantee citations, but it helps AI understand entities. Here’s how to use structured data for clarity and cleaner extraction. Does schema markup really benefit AI search optimization?

When conversational AIs like ChatGPT, Perplexity, or Google AI Mode generate snippets or answer summaries, they’re not writing from scratch, they’re picking, compressing, and reassembling what ...

Schema markup is far more common on pages cited by AI. But a new Ahrefs report found that adding it didn’t result in a clear increase in citations. Ahrefs tracked 1,885 web pages that added JSON-LD ...