Generative engine optimization: being usable as a source

Optimise the unit that can be quoted

Answer engines lift sections, not slogans. A page that opens with a definition, names the subject, and states the boundary is easier to reuse than a page that builds toward the point.

Generative engine optimization does not replace titles, links, or a crawlable site. If the page cannot be fetched, it cannot be cited.

Write claims that survive being lifted

A quotable claim names who it is for and where it stops. ‘Most small Hong Kong service firms need a handful of page types, not a large blog’ can stand alone. ‘We are the leading solution’ cannot.

Put evidence next to the claim: a method, a date, a source, or a first-hand constraint. Unsupported superlatives are easy to ignore and risky to repeat.

• Lead the section with the answer.
• Name the entity consistently.
• Keep each claim inside one passage.

Measure citations, not only rankings

Track which queries mention or link to you inside AI answers, alongside ordinary rankings. A page can rank and still be absent from the generated summary if a clearer source is easier to quote.

When you are cited incorrectly, fix the source passage. The model is often compressing a muddy paragraph, not inventing a fact from nothing.

Is generative engine optimization different from SEO?

It shares the need for crawlable, relevant pages. GEO adds a focus on quotable claims, consistent entities, and whether answer engines actually cite the source.

Can GEO guarantee a mention in ChatGPT or AI Overviews?

No. You can make a source easier to use. You cannot force a model to select it for every prompt.