A GEO checklist: making a page quotable by an AI

A model extracting an answer prefers a sentence that states the point directly over a page that buries it under introduction and caveats. If the page answers a question, answer it in the first paragraph in one or two clear sentences, then expand below.

Avoid hedging language where you can be definite. "It depends" and "there are many factors" are hard to quote. If the honest answer has conditions, state the main answer first and the conditions after.

Headings, short paragraphs, lists and tables let a model line up a section with a sub-question. A wall of text forces it to guess where the relevant part is.

Make each heading a real question or a clear topic, not a clever phrase. "How much does it cost" is more extractable than "Investment".

Name the entities involved and define the ones a reader might not know, so the model can resolve them. A page full of undefined jargon is risky for a model to quote.

Support statements with data, sources or concrete examples. A claim with evidence attached is one a model can repeat safely. A bare assertion is one it will hedge or drop.

Length is not the goal. A 400-word page that answers the question directly and completely will be cited over a 3,000-word page that circles it.

Semantyra measures the signals that feed GEO, entity coverage, content depth, structure and internal linking, and its AI-visibility checks show which prompts a model already answers with your content.