generative engine optimization.

generative engine optimization is the discipline of getting your brand surfaced and cited by ai answer engines — chatgpt, perplexity, gemini, google's ai overviews. it overlaps with seo but optimises for a different outcome: not a click on a ranked link, but a mention inside a generated answer.

— 01geo vs seo

seo optimises a page to rank in a list. geo optimises your information to be extracted and trusted by a model that is writing an answer. the overlap is real — both reward quality and structure — but the target shifts from position to citation.

seo competes for a position in a list; geo competes to be the source a generated answer is built from. the second does not produce a ranking you can check.

the overlap is large — clear, specific, well-structured content wins both — but the objective differs. geo is about being quotable rather than clickable.

and the measurable outcome differs too. geo shows up as branded search and direct enquiries, not as sessions from a keyword.

— 02the four levers

• clarity — say plainly what you do, for whom, where.
• structure — headings, lists, tables, faqs that extract cleanly.
• authority — citations, reviews, third-party mentions.
• consistency — the same facts about you, everywhere.

clarity: state what you do, for whom, and where, in plain language that a model can lift without interpretation.

structure: headings phrased as the questions people ask, one idea per passage, and schema that matches the visible text exactly.

corroboration: the same description of your business everywhere it appears — your site, directories, listings, third-party coverage. models weight agreement across sources.

and primary evidence: your own data, prices and process. an engine prefers a source that knows something first-hand.

— 03why it matters now

a meaningful and growing share of research and buying decisions begins inside an ai assistant. brands that are easy for those systems to understand and trust win the recommendation; brands that aren't simply don't appear. geo is becoming table stakes.

if you are not one of them you are invisible to that buyer, and there is no page-two equivalent to fall back on.

which is why the work is worth doing early. the brands establishing consistent, quotable descriptions of themselves now are the ones being cited later.

— 04what not to do

do not block the crawlers, and do not produce more thin content to increase surface area. volume was never the mechanism and it is measurably less effective now.

and do not expect traffic proportional to visibility. being cited is the outcome; the click is a bonus.