The problem it addresses
Generative systems assemble an answer from many sources. When a business states its services one way on its site, another way on its profile, and a third way on a directory it has not looked at in years, the assembled description is a blend of all three, and often wrong.
The business benefit
A business whose facts agree everywhere, whose expertise is demonstrated rather than asserted, and whose pages carry a named author and a review date gives an assembling system fewer chances to get it wrong.
What GEO covers
The individual pieces of work, and what each one is actually for.
- Entity clarity
- Making it unambiguous which organisation the site belongs to, using a stable identifier in structured data and links to profiles the business genuinely controls.
- Consistent business facts
- One name, one address format, one phone number, one description, used identically on the site, the profiles, and every directory that matters.
- First-party expertise
- Explaining how the work is actually done, with detail that could only come from doing it. Restating what every competitor says adds nothing for a system to prefer.
- Evidence and sources
- Linking to the primary source when citing a rule, a policy, or a figure, so a claim can be traced rather than taken on trust.
- Named authorship and dates
- A real person accountable for the page and a visible last-reviewed date, giving a reason to treat the content as maintained rather than abandoned.
- Topical relationships
- Connecting services to the places and industries they serve, and to the guides that explain them, so the site reads as a coherent body of knowledge.
- Original insight
- Publishing something that exists nowhere else, which is the only durable reason for any system to reach for this source over another.
Signs this is what your site needs
- An assistant describes the business inaccurately, or confuses it with a similarly named company, which is an entity problem rather than a content one.
- Quoted prices or services come from a version of the site that has not existed for two years.
- Nothing on the site says who wrote it or when it was last checked, so there is no basis to prefer it over an older third-party summary.
How the work runs
In this order, because each step makes the next one worth doing.
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Fix the facts first
Reconcile name, address, phone, hours, and service description across the site, the business profiles, and the directories that carry them. Inconsistency here undermines everything downstream.
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Make the entity explicit
Publish Organization markup with a stable identifier, real contact details, and links only to profiles the business actually owns.
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Add what only you can say
Document the process, the trade-offs, and the situations where the answer is "it depends", with the detail that comes from having done the work.
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Attribute and date it
Put a named author and a review date on the pages that carry factual weight, and keep the dates honest by actually reviewing them.
What you receive
- A business-facts audit across the site, profiles, and directories, with the discrepancies listed
- Organization and related markup with a stable identifier, validated
- Named authorship and visible review dates on the pages that carry factual claims
- A topic map connecting services, places, industries, and guides
What GEO cannot promise
Being represented accurately is the goal, and even that cannot be guaranteed. Generative systems make their own source choices, produce different answers for the same question, and change behaviour without notice. This work reduces the chance of being described wrongly; it does not control the output.
Myths about GEO
Myth: GEO is a new channel you can buy into.
Reality: There is nothing to buy and nowhere to submit. The levers are accuracy, consistency, evidence, and attribution.
Myth: An llms.txt file makes a business citable.
Reality: It is a proposed convention no engine commits to honouring. Worth publishing because it is cheap and unambiguous; not a mechanism that produces citations.
Questions about GEO
What is GEO?
GEO stands for generative engine optimization. It is the practice of making a business clear, consistent, and well-evidenced enough that a system generating an answer represents it accurately. The work is mostly about entity clarity, agreement between sources, demonstrated expertise, and honest attribution rather than about keywords.
How is GEO different from AEO?
They overlap considerably and anyone claiming they are unrelated is overselling. AEO is concerned with whether a specific passage can be found and quoted to answer a question. GEO is concerned with whether the business is described correctly when a system writes an answer in its own words from several sources at once. AEO optimises a passage; GEO optimises an entity. Both sit on the same technical SEO foundation.
Can anyone guarantee that an AI assistant will recommend a business?
No. Generative systems select and weight sources by mechanisms their operators control and change without notice, and there is no submission process, no ranking dashboard, and no appeal. What can be done is to make the information accurate, crawlable, clearly attributed, and consistent everywhere it appears. Anyone selling a guaranteed AI recommendation is selling something they cannot deliver.
Does publishing more content improve GEO?
Only if the content says something the rest of the web does not. Volume of restated common knowledge gives an assembling system no reason to prefer this source. One page of genuine first-party detail is worth more than twenty summaries of other people's articles.
Not sure whether GEO is your bottleneck?
The AI Visibility Audit checks all four disciplines and tells you which one is actually costing you visibility, and in what order to fix things.