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A measure of how likely a piece of content is to be selected, referenced, or cited by an LLM when generating a response.
Citability is an emerging GEO concept that evaluates how 'citable' your content is for AI systems. High-citability content features clear statements of fact, specific data points, well-structured arguments, authoritative sourcing, and extractable quotes. Unlike traditional readability which focuses on human comprehension, citability focuses on how easily an LLM can identify, extract, and reference your content as a credible source. Improving citability means structuring content so AI systems can confidently attribute claims to your brand through clear definitions, verifiable statistics, expert credentials, and structured data markup that signals authority.
Qwairy helps investigate pages with many observed crawler occurrences but few citations, without claiming that crawl activity caused or predicts citation. Use recommendations on structure, data density, and authority signals alongside content and visibility evidence.
Process of improving content to maximize AI visibility, citations, and user value.
Directness, simplicity, and understandability of content for both humans and AI systems.
Reference to a URL or website as a source of information in an AI response.
Google's content quality framework emphasizing author credentials, expertise, and trustworthiness.
The degree to which AI models recognize and trust a brand as a distinct, authoritative entity in its domain.
User-agent OpenAI uses when ChatGPT fetches webpages in real time during a conversation, distinct from the GPTBot training crawler.
Situation where AI platforms cite competitors' content but not a brand's own content for relevant queries.