AI Search8 November 20266 min read

AI search for UAE clinics: accuracy before visibility

Before chasing mentions in AI answers, make sure they're right. A playbook for UAE clinics: a fact file, an accuracy audit, fixes at source and a log.

The short answer

For a clinic, a wrong AI answer costs more than a missing one, so audit accuracy before chasing mentions. Write a fact file of doctors, licences, services and hours, ask assistants about you by name in English and Arabic, trace each error to its source and fix it there. Keep your own wording inside the rules: DHA's social media standard bars absolute claims such as 'best'.

An assistant that tells a patient your clinic treats a condition it doesn't, lists a doctor who left last year or gets Friday hours wrong does damage that a missing mention never could. So for a clinic the order of work is accuracy first and visibility second, and some of the accuracy work happens somewhere other than your own website.

This playbook goes into most detail for facilities under the Dubai Health Authority (DHA), because DHA's advertising standard is the one that could be confirmed. If you're licensed elsewhere, such as by the Department of Health in Abu Dhabi, the method is the same, but check your own authority's advertising rules directly: they couldn't be confirmed for this guide. None of this is legal advice.

What are the seven moves, in order?

Run seven moves in this order, and don't start the second until the first is signed off.

01Write a fact file that holds every fact an assistant might be asked about, and get the medical director to sign it.
02Ask assistants about the clinic, by name and by need, in English and in Arabic, and record each claim.
03Grade every error by the harm it could do a patient, not by how embarrassing it is.
04Trace each error to the page it most likely came from.
05Correct it at the source first, then on your own site.
06Log each correction, with the date you'll check it again.
07Repeat monthly, and after any change of doctor, hours, service or licence.

What goes in the fact file?

Everything a patient could ask and an assistant could get wrong, written once in the form you want repeated.

The facility name exactly as licensed, in English and in Arabic, with the licensing authority and the licence reference
Address, phone and WhatsApp numbers, the Makani number if the clinic is in Dubai, and the entrance a patient should use
Opening hours, including Friday and Ramadan timetables, and the date of the last review
The services offered, plus a short list of services the clinic does not offer, so a model has nothing to infer
Each medical statement the site makes about a treatment, in the wording the medical director has approved
Each doctor: name as on the professional licence in English and in Arabic, specialty, languages spoken and start date
Insurers accepted and any that are not, with the date it was checked
Whether prices are published, and the page that states them

Have the medical director sign the file off. DHA's social media standard, issued on 3 August 2022 and effective from 3 October 2022, already requires the medical director to approve content that names a facility, influencer content included. The fact file applies the same discipline earlier, before any wording is written.

How do you audit what assistants say about the clinic?

Ask the same ten questions in English and then in Arabic, half by clinic name and half by need, on two or three assistants, and record every factual claim in every answer. By name looks like 'who are the doctors at [clinic]', 'does [clinic] take [insurer]' and 'is [clinic] open on Friday'. By need looks like 'paediatrician in Sharjah open on Saturday'. The by-name questions in the measurement panel are the template, and the Arabic phrasing follows AI search in Arabic.

Grade each wrong claim by harm, because the first fix should go to the answer that could mislead a patient, not the one that annoys the owner.

A three-grade scale for errors
Grade	What it looks like	Aim to fix within
A: could harm a patient or breach a rule	A specialty the clinic doesn't have, a service it doesn't offer, a doctor who isn't practising there, a wrong emergency number	A few days
B: costs bookings	Wrong hours, phone number, address or insurer list	Two weeks
C: stale or thin	Old details that don't mislead, or no mention at all	The next monthly review

Where do the wrong facts come from?

From any page that carries an old or mistaken version of the fact, including pages you don't control, so editing only your own site can leave the error in place. Check the places in the table, in this order.

Common places a wrong fact lives
Place to check	Why it goes stale	Who can fix it
Your Google Business Profile	Set up once, then edited by someone who has since left	You: give two people owner access and review it monthly
Insurer and aggregator directories	A third party maintains the provider list	You, by sending the correct details through the directory's support route
A doctor's previous clinic page	It still lists the doctor after they moved	The previous employer, once asked
Old press and event pages	Published once and never revised	The publisher, if you send the corrected facts
Your own old pages and PDFs	A redesign left old addresses live	You: redirect or remove them

Your Google Business Profile deserves early attention, because patients see it directly and you control it completely. Share-of-voice tracking inside AI answers is one module of our SEO service, and the identity work behind it is in entity SEO.

What do the health advertising rules mean for the words you publish?

Assume everything you publish counts as advertising, and hold it to the standard DHA applies to social media. That standard is dated 2022, even though press in September 2026 described the rules as new: version 1.1 was issued on 3 August 2022 and took effect on 3 October 2022. It applies to DHA-licensed facilities and professionals in Dubai and says four things worth building into your copy.

A facility's official account must state the medical advertisement licence number issued by the Ministry of Health and Prevention.
Absolute or exaggerated claims are barred, including 'best', 'safest', '100%', 'no side effects' and 'immediate results'. The list isn't exhaustive.
Any patient or individual shown in an ad needs documented consent.
The medical director must approve content that names the facility, including content made by influencers.

The standard is written for social media, so ask DHA whether other rules apply to your website. If the clinic is new, read DHA's Manual for Licensing Health Facility, version 1.2, issued on 30 September 2026. It says a facility in its initial approval period may not promote or advertise any health services, and it tells facilities to get prior approval for a temporary permit for media and advertisement materials. Until approval, keep your visibility work to accurate facts and ask DHA what is permitted.

For medicines and devices, CMS's expert guide, last updated on 8 May 2024, names the Ministry of Health and Prevention as the competent authority for medical and health advertising and says medicine ads need its approval. Approvals for some medical products may since have moved to another body, so confirm which one applies before you advertise a medicine or device.

What do you do when an assistant gets it wrong?

Record it, fix the source and check again, and don't expect a promise from the platform. Keep a log with one row for each wrong claim.

The date, the assistant and the exact prompt, with a screenshot
What it said, and the grade you gave it
The source you traced it to
What you changed, who changed it and when
The date you will ask again

Use the feedback control the assistant offers, because it's the only direct route, but no platform has committed to a correction timeline and neither can we. If a false statement is damaging, keep the evidence and take legal advice. A fluent answer can still be invented, which is what the term hallucination describes.

Start with the fact file. If your medical director can't sign it off in one sitting, you've found out why assistants get your clinic wrong.

Questions people ask

01How can a clinic check what AI assistants say about it?

Ask the same ten questions in English and in Arabic on two or three assistants, half by clinic name and half by patient need, and record every factual claim. Check doctors, specialties, services, hours, address and insurers against a signed fact file, then grade each error by the harm it could do a patient.

02Do health advertising rules apply to what AI says about my clinic?

DHA's social media standard, issued in 2022, governs what a facility publishes on social media. An assistant's own wording isn't something the clinic publishes, but the pages it draws on include yours. The standard bars absolute claims such as 'best' or 'immediate results', so keep your wording within it and ask DHA how it applies to your website.

03Can a new clinic promote itself before it is fully licensed?

Not in Dubai during the initial approval period. DHA's Manual for Licensing Health Facility, version 1.2, issued on 30 September 2026, says a facility in that period may not promote or advertise any health services. Ask DHA about the permit route for media and advertisement materials before publishing anything promotional.

04Who should approve a clinic's online content?

The medical director. DHA's social media standard requires the medical director to approve content that names a facility, including content by influencers. Use the same approval for website copy and for the fact file that feeds it, so doctors, services and claims are checked by someone who answers for them.