Generative Engine Optimization, or GEO, is work intended to improve how a business and its information appear in AI-generated answers, such as those in ChatGPT or Google's AI search features. That can mean helping relevant content become a cited source, improving the accuracy of a brand description, or increasing visibility when someone asks which provider to consider.
GEO is an industry term, not a formal platform certification or a standardised technical protocol. Providers may define it differently. What matters is the visibility, accuracy, content, source or measurement problem the work is intended to solve.
For a Dubai business, GEO deserves attention when those questions relate to customers you can actually serve. A separate programme makes more sense when you have useful information to contribute, gaps worth addressing and the capacity to publish improvements. An impressive screenshot alone is not a reason to buy one.
The decision starts with your buyers' questions, rather than a promise to make an AI assistant recommend you.
GEO is about answers, not geographical targeting
The name can be confusing. Here, “generative” refers to systems that produce answers. GEO does not mean targeting an advertising campaign at a particular location, although your service area may be crucial to the answer.
It is also different from using AI to write articles. AI-assisted writing is a production method. GEO concerns whether useful, accurate information about your business can be discovered and used in relevant answers.
For example, a buyer might ask for a supplier shortlist, compare two approaches, or check whether a company provides a particular service. The useful outcome is an accurate answer that helps a suitable buyer make progress, not merely another appearance of your business name.
Start with the questions that could bring you customers
Imagine a commercial-kitchen maintenance company that serves restaurants in Dubai. A generic description saying “technical services across the UAE” might leave a buyer's real questions unanswered.
Useful questions to investigate include:
- Which companies service commercial-kitchen equipment in Dubai Marina?
- What should a restaurant check before choosing a maintenance provider?
- Does this particular company service the equipment we use, and how do we request support?
These are illustrative questions, not results from a Lunasol visibility study. Each reveals a different information need: finding suitable providers, understanding the choice and checking a specific business.
The company would need accurate service coverage, supported equipment details and a clear enquiry route. Where relevant, it could explain its maintenance process and publish authorised examples of completed work. Repeating “best maintenance company in Dubai” would not answer those questions.
Use the same approach for your business. Start with questions heard by sales, reception or customer support. Include the locations you actually serve and the constraints that change who is suitable. If buyers use different languages, treat those as distinct questions to investigate rather than assuming one English test represents everyone.
Decide whether you need a programme or a smaller first step
Look for three things: a commercially relevant question, a gap in the available information, and a practical way to address it.
| What you find | Sensible next step |
|---|---|
| Relevant questions repeatedly lead to incomplete or inaccurate descriptions of your business | Review the underlying pages and profiles, then prioritise corrections and useful supporting information |
| Buyers compare providers on questions your business can answer with specific experience or evidence | Consider a focused GEO programme connecting research, content improvements and review |
| Core service information is missing or inaccurate, important pages cannot be crawled or indexed, or the enquiry route does not work | Fix those foundations first, or include them explicitly in the same plan |
| You have not identified commercially relevant customer questions, or only have a generic visibility score without its question set | Start with a limited assessment before committing to a larger ongoing programme |
A separate GEO programme is not the necessary first purchase in those last two situations. Establish the customer need and make those foundations an explicit priority, whether handled first or within a connected programme.
A missing mention is a research lead, not proof that you have lost a sale. Ask customers how they discovered you, inspect referral information where available, and look at whether the questions being tested resemble actual buying decisions.
Equally, being well known locally does not tell you whether an answer describes your services correctly. Accuracy can be a worthwhile reason to investigate even before you can connect AI visibility to a sale.
Look beyond one favourable answer
Record the actual question, platform, date, location context and whether web search was used. Keep the answer and its sources together. Repeat useful checks under comparable conditions rather than selecting only the version that shows your company.
Location matters to a local comparison: OpenAI says ChatGPT may use approximate location and, when enabled, device location to make results more relevant. A question asked with a different location context is not necessarily testing the same customer situation. ChatGPT search and location guidance.
Read the answer, not just the brand count. Does it describe the right service? Does it confuse your company with another business? Does the cited page actually support the statement? A confident-looking recommendation can still contain an error.
Keep questions that name your business separate from questions asking for a provider. An answer about a brand supplied in the question is different from someone discovering that brand through an unbranded search.
Treat a recorded prompt set as a sample of observations, not one fixed “ChatGPT ranking”. Results can depend on the platform, question wording, context, search mode and date. The sample does not reveal everything every customer sees, and a change does not by itself establish what caused it.
Separate visibility from a customer result
Keep five observations distinct:
- Mention: the answer names your business, whether neutrally, in a comparison or critically.
- Recommendation: the answer suggests your business as an option. Being named does not necessarily mean being recommended.
- Citation: the answer links to a supporting source. Check whether that source is your website, a directory or another publisher, and what it actually supports.
- Visit: someone arrives at your website through a link. Where tracking allows, examine the destination and subsequent actions.
- Business outcome: a suitable enquiry, booking or sale follows, with enough information to assess its source.
These are different observations, not a guaranteed sequence. A third-party page may support a mention without sending a visitor to your site. Conversely, an enquiry may involve several earlier touchpoints.
That is why useful GEO work connects visibility checks with better business information and a usable next step for the buyer. A higher mention count is incomplete evidence if the description is wrong or the visitor cannot find the service they need.
Keep your SEO foundations
Google's AI search features use core Search ranking and quality systems. Normal SEO remains relevant; Google requires neither special AI schema nor llms.txt. Google's guidance for generative AI search.
For ChatGPT Search discovery, check that your site does not unintentionally block OAI-SearchBot. Its search access control is separate from GPTBot, which concerns model training. OpenAI's crawler documentation.
You do not need to become a crawler specialist. You do need the person responsible for your website to understand which access decisions affect the surfaces you want to reach. Neither technical access nor a new page guarantees a recommendation or citation.
Where Lunasol adds value
Lunasol's GEO work connects buyer-question research, visibility and accuracy checks, company-information consistency, and the creation or improvement of website content. The useful connection is between what an answer is missing and what your business can genuinely publish to help address it.
Content work can include research, human editing, factual review and CMS publication within the agreed scope. That gives you a route from findings to live improvements, instead of leaving you with a monitoring dashboard and a separate search for someone to do the work.
Lunasol also offers SEO and website services, so related work can be coordinated when commissioned. Larger website changes and a full SEO programme should be scoped explicitly rather than assumed to come with every GEO engagement.
Make the first decision about a real customer question
Choose a priority service, the customers and locations it serves, and the questions that matter before someone contacts you. Then establish what information is available, what the answers show and what improvement is worth making.
Discuss your AI visibility with Lunasol. Bring your website and a few questions customers actually ask. We can scope a programme that connects those questions with accurate content, practical website work and a clear way to review progress.