Generative Engine Optimisation (GEO)

What GEO Actually Changes

Traditional SEO optimises a page to occupy a position in a list. GEO optimises content to be selected as evidence for a generated answer.

Three things change as a result:

The unit shifts from page to passage. Retrieval systems chunk documents and match chunks. Page-level authority still matters for whether you are in the candidate pool, but passage quality decides what gets used.

Position is replaced by inclusion. There is no position two. You are either in the answer or you are not.

The competitive set widens. An answer may draw from a news article, a forum thread, a documentation page and a blog post simultaneously. You are competing with formats, not just with similar pages.

Entity Clarity

Generative systems reason over entities — named things with attributes and relationships. Content that makes entities explicit is easier to use.

In practice: name the subject plainly rather than leaning on pronouns, state relationships directly ("X is a type of Y, built by Z, used for W"), keep naming consistent across the site rather than alternating between synonyms, and use Organization, Product and Person schema to declare entities machine-readably.

Consistency across the wider web matters too. If your company is described differently on your site, your LinkedIn, and Wikipedia, the system has weaker grounds for treating those as one entity.

Structure That Survives Chunking

Retrieval systems split documents into chunks of a few hundred tokens. A chunk that begins mid-argument and ends mid-sentence is useless regardless of the surrounding quality.

Write so that each section under a heading stands alone. Restate the subject at the start of each major section instead of relying on the introduction. Prefer short, complete paragraphs to long ones that carry a single idea across several hundred words.

Lists and tables chunk exceptionally well. A comparison table is easier to extract accurately than the same comparison written as prose.

Being Citable

Generative systems favour sources they can attribute confidently. That means content with clear authorship, a dated update, visible credentials where relevant, and claims that are specific enough to check.

Original material carries disproportionate weight — proprietary data, first-hand testing, documented methodology. Content that restates what is already in the training data adds nothing a generative system needs to retrieve.

What Has Not Changed

GEO is an extension of SEO, not a replacement. Crawlability, indexability, site performance, internal linking and topical authority all still determine whether your content is in the candidate pool at all.

Treat GEO as a layer applied to technically sound content. Applied to a site that cannot be crawled properly, it achieves nothing.

Separating the Practice From the Marketing

GEO is sold as a new discipline and is mostly an old one with a new acronym. The honest split is worth making before anyone buys tooling.

Genuinely different: the unit of success is a citation rather than a click; extraction matters more than ranking, so structure carries more weight than it used to; and measurement is manual because there is no console.

Not different at all: being crawlable, being accurate, being specific, being current, being well structured, and being cited by other credible sources. That is the entire substance of most GEO advice and it was in the SEO brief already.

The test for any GEO recommendation: would this have been good advice three years ago? If yes, it is SEO. If it involves stuffing a page with phrases meant for a model rather than a reader, it is the 2010s keyword density argument wearing new clothes, and it will age the same way.

The Business Model Question Nobody Raises First

Before optimising to be the source of an answer, establish whether being that source is worth anything to you.

If your revenue depends on pageviews — advertising, affiliate, anything monetised per visit — then succeeding at GEO on informational content means your material is used and your visit is not. That is optimising against yourself, and it is worth saying out loud in the strategy meeting rather than discovering in the traffic report.

If your revenue depends on being chosen later — software, services, considered purchases — then a citation at the moment of a question is genuinely valuable even with no click, because it puts you in the consideration set.

This site took that decision in the open, and it is worth showing the working. Every fintech page carries an Ask an AI about this page block — five assistants, one click. It deliberately asks rather than summarises: summarising replaces reading; asking extends it, and the link carries this page as the named source. The site is free, carries no advertising and is not monetised per visit, so a reader who understands the material somewhere else has still been served. A site funded by pageviews should not copy that.

So the strategic move differs by model. Publishers should be shifting effort toward content that cannot be answered in a box — judgement, comparison, tools, anything requiring trust in a named source. Everyone else should be making sure that what the assistants say about them is accurate, which is a different and more tractable objective than visibility.

Sources

What each claim on this page rests on. Entries are typed so you can see which are primary.