Generative Engine Optimisation (GEO): What It Means for Businesses

When someone searches for a local service, they may still type a short phrase into Google. Increasingly, though, they may ask a more detailed question: “Which private clinic near Canterbury offers this treatment, has clear pricing and can see me soon?”

That change in behaviour has created a new layer of search vocabulary. You may hear people call it Generative Engine Optimisation, or GEO. You may also hear Answer Engine Optimisation (AEO), AI SEO, or AI search optimisation.

The names vary. The practical job is simpler: make the important facts about your business easy for prospective clients to find, understand and check across your website and the public sources they use.

GEO is not a replacement for SEO

GEO is sometimes presented as though traditional SEO is over and a new secret system has taken its place. That is not a useful way to think about it.

A well-run search strategy still needs the fundamentals: pages that answer a real customer question, a site that is technically accessible, clear service information, useful content, a sensible local presence and credible evidence. Those things help people using conventional results pages and people using AI-assisted search.

The difference is often in the question being asked. A conventional search might be short: “therapist Canterbury”. An AI-assisted prompt may include several criteria: location, availability, credentials, service type, accessibility, pricing or a particular situation.

A business with vague pages and inconsistent public information is harder to evaluate in either case. A business with clear, factual information is easier to evaluate. That is the practical overlap between SEO and GEO.

What AI search visibility actually means

No agency can guarantee that ChatGPT, Google AI Overviews, Perplexity or another product will recommend a particular business. Answers can vary with the wording of the prompt, the user’s location, the product used, available sources and changes to the underlying systems.

That does not mean there is nothing useful to improve. It means the work should focus on the information you can control and verify.

For a professional practice or service business, that usually includes:

• What you do and who you help
• Where you operate
• Named people, qualifications or registrations where relevant
• The problems or situations your services address
• How a prospective client takes the next step
• Pricing, fee approach or consultation information where appropriate
• Genuine reviews, case studies and professional evidence

If those facts are buried in images, scattered between outdated pages or contradicted by business listings, a cautious buyer has to work harder to understand you. So does any system trying to summarise what it finds.

Three foundations worth getting right

1. Clear service pages

A service page should say what the service is, who it is for, what happens next and where it is available. It should use normal language that a prospective client would recognise.

This is not an argument for stuffing pages with every variation of a keyword. It is an argument for removing ambiguity. A page that says only “tailored solutions for modern challenges” does not help a prospective client understand whether you provide anxiety counselling, commercial conveyancing, tax advice or a website rebuild.

2. Consistent public business information

Your website is one source among several. A prospective client may also see your Google Business Profile, professional register, review platform, social profile, map listing or local directory entry.

Start with a single reviewed record of the essentials: business name, website, phone number, email, location or service area, opening/contact arrangements, named people and core services. Then bring the public sources that matter to your buyers into line.

The goal is not to create dozens of thin directory listings. It is to make the authoritative sources accurate and mutually consistent.

3. A technically usable website

Important content should be available without a visitor needing to wait through an unnecessarily heavy interface. Pages should work on mobile, have stable layouts, use meaningful headings and provide normal links to important services and contact routes.

Structured data can reinforce the information already visible on the page. It is useful when it is accurate, maintained and aligned with the website. It is not a substitute for clear copy, evidence or a good service offer.

A sensible way to assess GEO

Avoid treating one screenshot of an assistant’s answer as a pass or fail. Instead, test a small and repeatable set of real customer questions.

For example, a Canterbury practice might test questions around its core service, location, credentials and availability. Record the date, product used, prompt, broad location context, answer and cited sources. Repeat the test periodically.

The useful outcome is not a promise that a business will always appear. It is a list of practical gaps:

• Does the website state a core service plainly enough?
• Are the business details consistent across key public sources?
• Are important credentials or evidence missing?
• Do competitors provide clearer information?
• Is there a technical issue preventing an important page from being reached or understood?

Those are questions that lead to an implementable plan.

Where to start

If your business has never been assessed in this way, begin with a diagnostic rather than a package of generic monthly activity. A useful audit should document the prompts used, the evidence found, the limitations of the test and the recommended next actions.

At More Than Normal, AI search visibility is treated as part of a wider search and website foundation: clear service pages, reliable technical delivery, structured information and evidence that helps a prospective client make a decision.

Evidence & methodology

Observations are based on documented tests across OpenAI products, Google AI features and Perplexity using realistic local professional-service queries. Outputs may vary by prompt, location, product version and available sources. These tests identify information gaps and recurring evidence patterns; they do not predict whether a business will appear in every future AI-assisted response.

Related reading

Why Your Business May Not Appear in AI Search
AI Search Visibility for Local Businesses: A Practical Checklist

Want a documented view of the gaps?

An SEO Audit reviews your service information, public evidence, technical foundations and a defined set of AI-assisted search queries. You receive the prompts used, the evidence found, the limitations of the test and a prioritised next-action plan.

Next step: Request an SEO Audit