Semantic Intelligence Glossary

AI Readiness Score

Also known as: AI readiness diagnostic, semantic readiness score

A diagnostic score that measures how well a brand is structured for AI search visibility across entity clarity, structured data, topic architecture, and citation readiness.

An AI Readiness Score is a composite diagnostic that measures a brand's preparedness for AI search visibility. AISymantics scores brands across six dimensions: entity clarity (how clearly AI systems can identify the brand), structured data (presence and quality of schema markup), topic architecture (coherence and depth of content organization), internal linking (whether links reflect knowledge relationships), AI citation readiness (whether content meets citation quality standards), and knowledge graph strength (how well entity relationships are documented). The score provides a baseline before implementing semantic intelligence improvements.

  • Semantic Intelligence ... The practice of structuring information so AI systems can understand its meaning, context, entities, and relationships.
  • Entity Mapping ... The process of identifying, defining, and structuring the entities that represent a brand so AI systems can accurately interpret and recommend it.
  • Structured Data ... Machine-readable markup added to web pages that explicitly declares the type, properties, and relationships of the content.