AI search
Generative Engine Optimization
Generative Engine Optimization is the practice of making a brand and its content retrievable, quotable and correctly attributed by AI assistants that answer questions directly.
What is Generative Engine Optimization?
Generative Engine Optimization is the practice of making a brand and its content retrievable, quotable and correctly attributed by AI assistants that answer questions directly. It covers crawler access, passage structure, entity consistency and presence on the sources those systems cite.
What it affects
Buyers increasingly get an answer rather than a list of links, and a brand absent from that answer is absent from the shortlist.
What the work looks like
Measured as the share of a fixed prompt set where the brand is named, tracked repeatedly because the same prompt returns different sources on different days. The work splits between access, structure and off-site citation.
What it is not
It is not a separate discipline bolted onto search. Most of what makes a page quotable also makes it rank, and treating the two as unrelated programmes duplicates effort.
It is a small idea with a disproportionate effect on how a site performs.
Where this comes up in the work
It is part of AI Platform Optimization, and more specifically of Claude and enterprise assistant visibility. Across the rest of the work it shows up in:
- Lifecycle and Email, in which it is the first thing checked before building the welcome sequence most businesses never finish
- Analytics and Measurement, which cannot be done properly without it
- Brand and Creative, where getting it wrong shows up in producing variants from one shoot rather than one film from one budget
- Generative Engine Optimization: it is the reason keeping a dated record of what the brand claims so corrections have something to point at is scoped the way it is
What to check
Two questions that establish whether this is actually in order on a given site:
- Whether anybody has measured it, or whether it is being taken on trust
- Whether the person who set it up is still the person who understands it
Common questions
How is Generative Engine Optimization audited?
Measured as the share of a fixed prompt set where the brand is named, tracked repeatedly because the same prompt returns different sources on different days. The work splits between access, structure and off-site citation.
Who owns Generative Engine Optimization in a business?
It needs one named owner rather than a shared responsibility. The natural home is brand and creative, since working out why a well-designed site does not feel like the company is where the consequence lands.
How much work is Generative Engine Optimization?
Less than people expect to check and sometimes more than they expect to fix. Measured as the share of a fixed prompt set where the brand is named, tracked repeatedly because the same prompt returns different sources on different days. Start at Noindex or Robots.txt disallow if nothing has been built yet, Performance Max or Standard Search if something has and it is not working.
Where does Generative Engine Optimization sit in the priority order?
High if it is actually broken, low if it is merely imperfect. The check tells you which.
How do you prove Generative Engine Optimization is worth fixing?
Buyers increasingly get an answer rather than a list of links, and a brand absent from that answer is absent from the shortlist. The evidence is specific to the site, which is why the check comes before the recommendation. Is paid search better than SEO? is where this gets expensive. What is the difference between SEO and GEO? is where it gets slow.
Is Generative Engine Optimization just another name for something?
It is not a separate discipline bolted onto search. Most of what makes a page quotable also makes it rank, and treating the two as unrelated programmes duplicates effort. Worth clarifying before agreeing to work on it. Anyone scoping this ends up comparing Sitemap XML against Smart bidding sooner or later.
Find the constraint before funding the plan
One call, no sequence of follow-up emails afterwards. If the timing is wrong we will leave you to it.