ChatGPT Search and GEO: A Practical Guide for UAE Brands

As of 29 September 2026, the business question is not whether to abandon Google for ChatGPT. It is whether your brand has a credible plan for discovery across both. Deloitte’s September 2026 perspective describes a shift towards AI-mediated brand discovery across ChatGPT, Gemini, Perplexity and Claude. For business owners, that creates a practical reason to examine what prospective buyers encounter when they ask AI tools for recommendations, comparisons and purchasing advice.

EMARKETER reports that fewer than 10% of sources cited in ChatGPT, Gemini and Copilot rank in Google’s top 10 organic results for the same query. Strong Google rankings therefore do not guarantee AI citations. However, the supplied research does not establish UAE-specific adoption or conversion rates. Treat the shift as a reason to run a focused local pilot, not as evidence that every Dubai business should immediately move a substantial budget into GEO.

SEO focuses on visibility in search results; GEO focuses on whether a brand or its information appears accurately within generated answers. A citation to your website, an unlinked brand mention and a recommendation are different outcomes. Track them separately. EMARKETER recommends treating AI as a branding channel and managing GEO differently from SEO. That calls for a distinct measurement framework, even when the same team handles website improvements and content.

LLM Pulse explains that ChatGPT search can use OpenAI search systems, partner content, crawlers and third-party search providers, while responses may also draw on existing model knowledge. There is consequently no single placement to buy or permanent position to secure through optimisation. For a UAE brand, the objective should be accurate inclusion in relevant buyer conversations. Continue effective SEO work, but add tests that reveal which questions produce useful mentions, supporting citations or competing recommendations.

Begin with the pages that support revenue: products, services, locations and decision-support content. LLM Pulse recommends allowing OAI-SearchBot to access pages you want surfaced. Ask your website team to review crawler rules and test whether important public pages are accessible. Keep the scope precise: improving search access should not mean exposing private customer information, restricted resources or internal systems. Agree which content is intended for public discovery before changing access controls.

Be cautious about technical shortcuts presented as mandatory ranking factors. SearchScore’s September 2026 guide says its research found llms.txt to be a weak correlate of readiness, not evidence of a ChatGPT citation effect; it also says OpenAI has not documented the file as part of ChatGPT Search retrieval. Treat it as optional housekeeping rather than the centre of your investment. Request an audit that distinguishes verified access problems, useful content improvements and unproven experiments.

Prioritise questions close to a buying decision rather than producing a large volume of generic AI-search articles. A useful service page should explain the offer, intended customer, geographic coverage, inclusions, exclusions and next step. Where commercially appropriate, explain pricing or the factors that determine a quotation. Lead with a direct answer, then provide supporting detail. LLM Pulse recommends clear, current content; use that principle to make your existing commercial pages more useful before expanding the publishing calendar.

Localise around actual customer needs, not repeated place names. For a Dubai consultancy, suggested content might clarify whether delivery is remote or on-site and which UAE locations it serves. For an ecommerce business, consider delivery coverage, returns and product availability. If you serve customers in Arabic and English, test buyer questions in both languages and review factual consistency across relevant pages. These are proposed content priorities, not proven UAE ranking factors or promises of inclusion.

Deloitte’s emphasis on being cited shifts attention towards the evidence surrounding a brand, not simply the claims it publishes about itself. As a practical starting point, review the third-party pages surfaced during your prompt tests. Check whether they describe your company, products and service scope correctly. Where information is wrong, pursue corrections through the publisher’s normal process. Where coverage is missing, identify credible opportunities to contribute genuine expertise rather than manufacturing endorsements.

Connect digital PR with content planning. Recommend named expert contributions, documented project examples and useful explanations that other publishers can assess and reference. Keep business details consistent across material you control, and substantiate performance claims before distributing them. For Dubai and UAE businesses, select publications and organisations for their relevance to the intended buyer. Treat external coverage as supporting evidence and a discovery opportunity, not a guaranteed mechanism for earning ChatGPT recommendations.

Build a repeatable set of buyer prompts covering discovery, comparison and purchase decisions. Suggested examples include “Which providers offer this service in Dubai?” and “What should I compare before choosing a UAE supplier?” Record the prompt, platform, date, brand mentions, cited sources and factual errors. LLM Pulse cautions that answers vary by prompt and context, so repeat checks rather than using one favourable response as proof of consistent visibility.

Separate visibility from commercial performance. Your scorecard should distinguish brand inclusion, website citations, accurate descriptions and observable referral outcomes. Where available, connect identifiable AI referrals with enquiries, qualified leads and sales. Add a discovery-source question to enquiry forms or sales conversations, while recognising that self-reported attribution is imperfect. Assess progress against your own baseline and disclose the test method. More mentions are not automatically valuable if they concern irrelevant questions or misrepresent the offer.

Start with one commercially important service or product category. Assign an owner, establish baseline prompt results and audit the relevant pages. Then fix access problems, clarify buying information and correct inaccurate brand details. Set a review window suited to your publishing and sales cycle. Treat the pilot as a bounded experiment with documented changes, rather than a site-wide rewrite whose results are difficult to interpret.

Before appointing an agency, request its prompt-testing method, proposed deliverables, reporting definitions and approach to factual accuracy. Reject guaranteed citations and reports built only around screenshots. Keep a defined experimental budget separate from proven acquisition activity, and expand only when the evidence supports doing so. The decision standard is straightforward: does the work improve accurate discovery and generate credible commercial signals at an acceptable cost? GEO should strengthen your marketing system, not become an expensive visibility claim.