How buyers ask AI for a Dubai brokerage
See how overseas buyers ask AI which Dubai brokerage to call. A prompt sheet for language, purpose and area, plus what a real UAE study asked.
An overseas buyer asks AI which Dubai brokerage to use by describing a life, a budget and a job, not by typing your trade name. This page shows how to write those questions down, how a strong prompt differs from a weak one, and what a published UAE study actually asked. The example lines are illustrations. They are not a count of buyers.
- Discovery means the question does not contain your firm. A search for your name is a different row.
- Record language, where the buyer lives, the purpose of the home, and whether the home is off plan or already built.
- Do not turn Marina, Downtown, Jumeirah Village Circle or Palm Jumeirah into a pile of thin pages.
- The MentionX study asked in English from the UAE. It is not a transcript of overseas chats, and it did not measure Arabic.
- Run the sheet twice before you call a pattern real. One chat is a sample.
Updated 10 November 2026. Illustrations are labelled. Measured results on this page are only those already published in the MentionX study of 5 and 9 November 2026, and they are linked. This page does not add a new scan. Corrections: hello@mentionx.ai.
Start from the real estate hub. The commercial Dubai page is MentionX for real estate in the UAE. The check itself is Does AI recommend your Dubai brokerage?. The register, the broker number and the ad permit are in Match a Dubai brokerage to the Land Department. Named results, by firm, stay on the study: Who AI recommends in Dubai real estate. This page does not repeat that leaderboard.
01What does an overseas buyer type before they know your name?
They say where they live, what they want the home to do, and often a budget or a community, then ask which brokerage to talk to. Your trade name is not in the question. That is discovery. A question that already contains your name is a trust check, and it belongs on a different row of the sheet.
In Dubai the purpose is rarely "a property." It is one of four jobs a desk already hears:
- A home to live in for part of the year, or a move with a family.
- A home to rent out, including a landlord who will not be in Dubai to manage it.
- An off plan purchase from a developer, against a home that is already built and can be transferred.
- A visa question. Do not answer that with a slogan. The federal page and the Land Department service are linked in the next guide.
The community is how the buyer narrows the map. Dubai Marina, Downtown Dubai, Jumeirah Village Circle and Palm Jumeirah are real places buyers type. So are Dubai Hills, Arabian Ranches, JLT and JBR, which the published study used in its questions. Naming a place in a prompt is not a plan to publish a page for that place.
02How is a discovery question different from a search for your brand?
A discovery question asks which firm to call. A brand question asks whether your firm is licensed, expensive, or safe. Mix the two and the sheet lies. You can be famous when someone types your name and invisible when they type the job.
| Kind | Illustration, not a captured chat | What you record |
|---|---|---|
| Discovery, live in | "I live in London. I want a two bedroom apartment in Dubai Marina for a few weeks each winter. Which brokerage should I talk to, and why?" | English. Buyer city London. Purpose: live in. Area named by the buyer. Firm not named. |
| Discovery, rent out | "I am in Riyadh. I want an apartment in Downtown Dubai that I can rent to tenants. Which brokerage handles that for a landlord who is not in Dubai?" | Also write the Arabic sentence your desk actually receives. Do not translate the English answer and call it Arabic. |
| Discovery, off plan or ready | "Should I buy off plan or a ready house in Arabian Ranches, and which brokerage can explain both without pushing one?" | Purpose: choose a purchase type. Not a yield. Not a visa. |
| Discovery, a community the study also used | "I need a rental in Dubai Marina, JLT or JBR and I can move in two weeks. Which brokerage should I use?" | This shape is close to a tenant question in the study. It is still an illustration on this page, not a quote from an answer. |
| Trust, your name | "Is [your exact trade name] licensed in Dubai, and which office is the broker registered with?" | Firm is named. Score this apart from discovery. |
London and Riyadh are example cities so the sentence has a person in it. They are not a claim about which nationalities buy the most homes in Dubai. Do not publish a share of British, Indian or any other buyers on the back of this table. If you quote a nationality split, quote a dated official table you have opened, with the date.
03What did the published UAE study actually ask?
MentionX wrote 30 unbranded English questions and asked them from the UAE on 5 and 9 November 2026. They were not copied from one inbox, and no question named a brokerage. Other languages were not asked. The named table stays in the study.
| Who the question was for | What the study included | What this page will not pretend |
|---|---|---|
| Buyers | A family villa, a first purchase, a mortgage for someone who does not live in the UAE, Dubai Hills, Arabian Ranches | That these are the most typed phrases, or that a buyer in London saw the same answer |
| Investors | Off plan, a visa purchase, yields, buying from abroad, investors from the UK and Europe, ultra luxury, scams, property management, selling in Downtown | A forecast of leads, or a rule you can paste about who qualifies for a visa |
| Tenants | Dubai Marina, JLT and JBR, a villa, a move in two weeks, fees that are easy to miss | A ranking of portals, or a reason to spin one page per tower |
Use that map as a checklist of jobs, not as your score. If your desk does not handle off plan, do not add an off plan prompt just because the study had one. If your desk lives on rentals in one corridor, write the rental prompts you can answer in public without inventing stock.
One finding belongs here because it changes the visa prompt. On the study's visa question, half of the answers named no brokerage at all. That is a reason to be specific and sourced, not a reason to claim you are the firm those answers were waiting for. The study also says citation is not the same as influence. A link shows what was attached. It does not prove the link caused the sentence.
04How do you build a prompt sheet you can run this week?
Pull the wording from the last month of enquiries, freeze it, and run discovery prompts that do not contain your name at least twice. A change in the answer only means something when the question stayed the same. Write the rules on the sheet before the first run.
- Export real questions from calls and messages. Strip the person's name. Keep their city, language, budget and purpose if they gave them.
- Sort into live in, rent out, off plan, ready, and visa. Drop any row you cannot answer from a public page you control.
- Write 8 to 12 discovery prompts. Each one has a buyer city or "the buyer does not say", a purpose, and no firm name. Stop. A list of twenty communities is a thin site in waiting.
- Add 3 trust prompts that use the exact trade name on your licence, and ask where the office and the broker are registered. Those rows are not discovery.
- If you serve Arabic, write the Arabic prompt as its own row. Run it. Do not translate an English answer and file it as Arabic.
- Note the engine, the date, and whether the answer showed links. A chat opened in Dubai and a chat opened abroad are not the same check. OpenAI says location can change local results, and that citations can be incomplete or wrong. Open the page. See Searching the web with ChatGPT, read 10 November 2026.
- Save the text. Score named, shortlisted, and cited URL with the method in the check.
Property Finder, Bayut and Dubizzle are the public listing places a tenant or a buyer will also have open. Mention them in a prompt only when the buyer would. "I saw a listing on Bayut in Jumeirah Village Circle. Which brokerage should I use, and what should I check before I pay?" is a discovery prompt. "We are the top agency on Property Finder" is an ad, and it is not a question.
05What does a strong prompt look like next to a weak one?
A strong prompt can be asked again next month without editing a word. A weak prompt is a slogan, a single community, or your own name dressed up as a buyer. The table is the test. If you cannot run the line twice unchanged, it is weak.
| Weak | Strong | |
|---|---|---|
| Wording | "Best brokerage Dubai" and then the same line with Marina, Downtown, JVC, Palm pasted on the end | One sentence with a city, a purpose, a budget band if you have one, and one area |
| Firm name | "Why is [your name] the best for off plan?" | The discovery row has no firm. The trust row uses the legal name and asks for the register |
| Visa | "Best Golden Visa brokerage Dubai" | "I am buying and I have been told to look at a ten year residency. Which official page states the property value, and which brokerage can walk me through the papers without deciding eligibility?" |
| Off plan | "Best off plan agency" | "The unit is off plan. What should I check about escrow and the developer, and which brokerage explains that in writing?" |
| Language | One English prompt, filed as if it covered Arabic | Two rows, two runs, two scores |
| What you do with it | Publish a page per row | Keep the rows on the sheet. Publish one page that states who you help and the areas you cover |
JVC means Jumeirah Village Circle. Write the full name in the prompt the first time, because an engine and a buyer do not share your abbreviation.
Off plan, in Dubai, is not a style of brochure. The Land Department's ad permit terms say a Dubai exhibition may not showcase off plan property that is not registered with the Escrow Account Department. Read on the ad permit service, 10 November 2026. A ready home, in plain words, is one that is already built and can be transferred. Do not invent a payment plan, a handover quarter, or a yield to make either prompt sound expert.
06Why does the same question name different brokerages four days later?
Because these answers move. In the MentionX study, the same question on the same engine four days later shared on average 41 percent of the names, and the exact same set only 10 percent of the time. One chat is a sample. The write up is in the study.
So the sheet has a rule. Copy the prompt from a cell. Run it at least twice before you tell the partners what you saw. If you share a count inside the firm, say "2 of 2 runs on this date" and keep the text. Do not publish that count as a market share. Do not paste the study's percentages onto your own firm. Those percentages describe the 239 answers in that study, not your desk.
Google's guide for site owners, last updated 10 December 2025 and read 10 November 2026, says AI Overviews and AI Mode can use different models, so the links differ, and an overview often does not appear. Eligibility is not inclusion. AI features and your website.
07What should you not publish from this sheet?
Do not publish a page per community, a nationality share, a visa rule you wrote yourself, or a line that says AI recommends you. The sheet is for the check. The public page is one clear description of who you help.
This week, after the sheet exists, do only this:
- Circle the discovery prompts where you were not on the shortlist and where no page of yours answers that buyer in the first screen.
- Expand the page you already have. State the purposes you handle and the areas you cover. Link the team page and the licence line. The register work is the identity guide.
- Delete any sentence that promises a yield, a same day viewing you do not offer, or a visa outcome.
- Run the same words again after the edit. Do not promise a number of days.
The hub is the commercial page. This guide is the prompt sheet. The study is the measurement. Keep them apart.
If you want a person to look at your own questions, book a 20 minute walkthrough. You send the website. The call is a live look, not a PDF.
Questions people ask
4 answersAre the example prompts real buyer messages?
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No. The tables marked as illustrations are written so a brokerage can see the shape of a question. They are not captured chats and they are not search volumes. The only measured question set on this page is the MentionX study linked in the text, and that study wrote its own questions.
Did that study ask people who live in London or Riyadh?
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No. The study asked 30 unbranded English questions from the United Arab Emirates on 5 and 9 November 2026. One of those questions was about investors from the UK and Europe. Asking from the UAE is not the same as a buyer sitting in London. Other languages were not measured.
Should we publish a page for every community a buyer names?
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No. Dubai Marina, Downtown, Jumeirah Village Circle and Palm Jumeirah are examples of places a buyer types. A thin page for each community does not answer the question. Put the areas you actually cover in one list on a page that says who you help.
Can we quote a Golden Visa rule on our site from this page?
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Only by linking the federal page and the Dubai Land Department service, and only with the sentence those pages use. This guide is not eligibility advice. The two official pages do not describe a mortgage in the same words.
Sources
- Who AI recommends in Dubai real estate. MentionX study, questions asked from the UAE on 5 and 9 November 2026. Method, limits, and the named table live there. Figures quoted above are from that page only.
- OpenAI Help Center: Searching the web with ChatGPT. Read 10 November 2026. Citations can be incomplete, outdated or wrong. Location can change local results.help.openai.com
- Google Search Central: AI features and your website. Page last updated 10 December 2025. Read 10 November 2026.developers.google.com
- Dubai Land Department: Real estate ad permit. Read 10 November 2026. Off plan units at a Dubai exhibition must be registered with the Escrow Account Department. The department site said it was last updated 3 November 2026.dubailand.gov.ae