How does schema markup affect AI visibility?

The engines read schema markup as direct signal about what the page is and how it relates to the broader entity context. Organization schema with proper sameAs links to Wikidata and Wikipedia tells the engines which entity the page is about. Person schema does the same for executive bios. Article schema with named author and date tells the engines who wrote it and when. FAQPage schema makes question-answer pairs explicitly extractable. The engines weight pages with proper schema more confidently because the structure removes ambiguity. The opposite is also true: pages without schema force the engines to infer from text and HTML structure, which produces lower confidence and lower citation rates. For a reputation program, schema is one of the highest-leverage technical interventions on owned properties.