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Optimising for generative engines: what has actually changed

Discover how generative engine optimisation differs from traditional SEO and what has changed in content, authority, structure, and visibility.

Optimising for generative engines: what has actually changed

Search is shifting from a list of links to a synthesised answer. Some of the advice circulating about it is evidenced. Much of it is confident guessing.

Search is changing shape. Where a query once returned a list of links to choose between, it increasingly returns a synthesised answer assembled from several sources. Both major search engines and standalone AI assistants now work this way for a growing share of queries.

This has produced a new acronym, generative engine optimisation, and a great deal of advice. Some of that advice is grounded. Much of it is inference dressed as method, and the honest position is that the mechanisms are not fully documented and are changing month to month.

What has genuinely changed

The relationship between visibility and traffic has loosened. A page can be the source an answer is built from and receive no click for it. Being cited and being visited are no longer the same event, which breaks a measurement assumption that most content programmes were built on.

The unit of retrieval has shifted. A generative system assembles an answer from passages rather than ranking whole documents, which means an individual section of a page can be used independently of the page it sits in. Content organised as clearly-delineated, self-contained sections is easier to use in that way than the same information delivered as continuous prose with the answer buried in the middle.

And the value of being the primary source has risen. Systems synthesising an answer need something to synthesise from. Original research, first-hand reporting and specific data are harder to paraphrase away than a restatement of what is already widely published, because the restatement is already available everywhere.

What has not changed

The fundamentals have held. Content still needs to be findable, technically accessible and genuinely useful. Sites that were doing well because they answered real questions clearly are broadly still doing well, and those that ranked through volume and thin coverage have been under pressure for years from ordinary ranking changes, not only from generative systems.

Nor has the underlying commercial logic changed. Someone reading an answer about a category is still an early-stage buyer, and the job of being present at that moment is what it always was.

Where the honest answer is that nobody knows

Several confident claims are circulating without support. Specific formatting tricks said to guarantee citation. Precise weightings between sources. Claimed correlations between structural choices and inclusion rates, usually published by companies selling the associated tooling.

These systems do not publish their retrieval and citation logic in the detail that would be required to verify any of it, and their behaviour changes without notice. Anyone presenting a definitive method here is describing an observation, possibly a real one, but not a documented mechanism. Treat it accordingly.

What to do while it settles

Publish things that cannot be synthesised from elsewhere. Original data, direct experience, specific numbers with a named method. That is defensible under any retrieval regime, and it is what makes a publication worth reading regardless.

Structure content so a section can stand alone: a clear question, a direct answer near the top, the supporting detail after. This helps human readers scanning for an answer as much as it helps a retrieval system.

And change what you measure. If citation without a click is now a normal outcome, traffic alone understates the value of content. Brand search volume, direct visits and mentions in the answers themselves are imperfect proxies, and they are closer to the truth than a session count on its own.

The rule that survives every algorithm change: be the source, not the summary.

How we work. This article was researched and written by the Marketing Hub Media editorial team. We do not republish press releases. Where we cite data we name the source and the method. Corrections are made openly on the article - if you believe something here is wrong, write to info@marketinghubmedia.com.

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