Ask ChatGPT which developer to trust in Dubai and you will get an answer. Ask Gemini the same question and you will often get a different one. Ask Perplexity and you may get a third.
That is not a glitch. The assistants read different sources, and they weight them differently. For a buyer sitting in Sydney, Toronto or Karachi, deciding on an off-plan apartment in a city they may not have visited, that inconsistency matters more than it first appears. It is now common for the first opinion a buyer receives about a developer to come from a machine rather than a person, and to be based on sources the buyer never sees.
You cannot control what the assistants say. You can check it, and checking takes about twenty minutes.
Why the answers disagree
A study published in September 2026 put 150 questions about real estate and search visibility to five assistants, ChatGPT, Perplexity, Gemini, Google AI Overviews and Copilot, and recorded every source those answers cited across 747 measurements. Of the 1,297 websites cited in total, 1,077 were cited by only one of the five engines. Just three were cited by all five. The largest overlap between any two engines’ top thirty sources was eleven out of thirty.
In plain terms: each assistant is reading a largely different slice of the web. An answer that sounds authoritative is a summary of whichever sources that particular engine happened to retrieve, not a consensus view of the market.
That study looked at questions professionals ask, not at Dubai property specifically, so treat the exact numbers as an illustration of the pattern rather than a measurement of this market. The pattern is what matters here, and it is consistent.
The twenty minute check
Do this before you shortlist a developer, an agency or a project.
1. Ask the question a stranger would ask. Not “tell me about developer X”, which only asks the assistant to summarise the name you handed it. Ask what you would actually ask a friend: which developers in Dubai have a good track record for handover dates, or which areas suit a buyer who wants long term rental demand rather than resale.
2. Ask it in more than one assistant. Two is enough to see divergence. Three is better. Write down which names appear in each.
3. Ask it more than once, in a fresh session. These systems do not repeat themselves exactly. Run the same question two or three times, logged out or in a private window, so your own history does not shape the answer. A name that appears once is noise. A name that appears every time is a pattern.
4. Read the sources, not the summary. This is the step nearly everyone skips, and it is the only one that reliably tells you something. Most assistants list or link the pages they drew on. Open them. You will often find that the confident paragraph about a developer traces back to a listing portal, a forum thread, or a press release, rather than to anything independently reported.
5. Check what happens when you ask about problems. Ask directly about delays, handover disputes or cancelled projects for the developers on your shortlist. Assistants are noticeably more cautious here, and the sources they cite for a negative claim are usually easier to verify than the ones behind a positive one.
What the answers can and cannot tell you
They can tell you which names are visible, which sources the wider web is repeating, and where the record is thin.
They cannot tell you whether a specific tower will complete on time. No assistant has access to a developer’s construction schedule, cash position or escrow account. When an answer is confident about a future handover date, it is reproducing a marketing claim from somewhere, not forecasting.
They also cannot see anything that was never published. A developer with a clean record and a quiet marketing department can be almost invisible to an assistant, while a noisier one with a worse record appears everywhere. Visibility is a measure of publication, not of quality.
What to verify with the official record
Anything an assistant tells you about a Dubai project should survive a check against the primary sources before it affects a decision.
- The developer and the project registration. The Dubai Land Department and the Real Estate Regulatory Agency maintain the official records. A project that is real will be registered, and the registration is the thing to look at rather than a brochure.
- The escrow arrangement. Off-plan payments in Dubai are meant to go into a project escrow account. Confirm the account details from the official record, never from an email.
- The handover history. Ask the agent directly for the completion dates of the developer’s last three projects, and what the original announced dates were. Then check those two lists against each other.
- The paperwork you are being asked to sign. A sales and purchase agreement is the document that governs what happens if the project is delayed. It is worth more of your attention than any AI summary.
The honest summary
An assistant is a fast way to build a shortlist and a poor way to finish one. It reads what has been published, which is a reasonable proxy for reputation and a bad proxy for reliability.
Use it to find the names, the areas and the questions you had not thought of. Then verify the answers against the official record, and ask a person who has to put their name to what they tell you.
