What is Citation Readiness?
How easily an AI answer can find, extract, and cite a page: direct definitions, self-contained paragraphs, named entities, published dates, author bylines, sources, and clean semantic HTML with matching schema.
Related terms
Answer Engine Optimization (AEO)
Answer Engine Optimization is the practice of structuring pages so answer engines and AI assistants can extract, trust, and quote them: a direct definition up top, scannable steps, quotable facts, and FAQ or Article schema behind them.
Quotable Sentence
A self-contained factual sentence an engine or writer can lift verbatim: named subject, active verb, concrete object or number. Quotable sentences are the atomic unit of citation readiness.
Fact Density
The concentration of checkable claims per section: numbers, names, dates, criteria, steps. Fact-dense sections survive chunk retrieval and get cited; filler does not.
Generative Engine Optimization (GEO)
Generative Engine Optimization improves how often a brand or page is cited inside AI-generated answers. It combines classic SEO (crawlability, relevance) with quotability: clear facts, named entities, sources, and machine-readable structure.
AI Overviews
Google’s AI-generated summaries at the top of some results pages. They synthesize multiple sources and link to them, which can reduce clicks to publishers even when a page ranks well organically.
Zero-Click Search
A search that ends without a click to any website, because the answer appears directly on the results page or inside an AI summary. Zero-click behavior pushes measurement beyond clicks toward mentions and citations.