Ask any group of UAE drivers how they found their garage and the answer used to be the same: someone recommended it. That has not changed — but the someone has. In 2026 a growing number of drivers put the question to ChatGPT, Perplexity, or Gemini, or simply read the AI-generated answer at the top of a Google search, and get back two or three named workshops instead of pages of listings. Here is what that shift means, whether you are choosing a garage or running one.

The question has moved

The traditional search journey — type "garage near me", open five tabs, cross-check reviews, call around — is being compressed into a single conversation. A driver asks "best garage in Al Quoz for German cars" or "who can fix Range Rover air suspension in Dubai without agency prices", and the assistant replies with names, short reasons, and sometimes contact details.

Follow-up questions sharpen the answer instead of restarting the search: cheaper option, closer to Ras Al Khor, open on the weekend. That back-and-forth is exactly how people already ask friends for recommendations, which is why it is displacing the listings scroll — and why Google itself now opens many searches with an AI Overview rather than ten blue links.

Where the recommendations actually come from

AI assistants have never set foot in a workshop. When one recommends a garage, it is synthesising what has been written publicly: customer reviews, directory and comparison listings, the garage's own pages, and mentions in forums or community groups.

That has a practical consequence: the workshops that get named are not always the best ones — they are the best-documented ones. A brilliant garage with a thin or inconsistent online footprint is close to invisible to these tools. The signals that tend to earn a mention:

  • Recent reviews that name the car and the repair — "fixed the misfire on my 320i" carries more weight than "good service"
  • Listings on established directories and comparison platforms, with details that match everywhere
  • A website that states services, brands handled, and location in plain language
  • The same trade name, phone number, and area on every page and profile the garage appears on

If you run a garage: word of mouth you can finally see

Old word of mouth was unmeasurable — you never heard the conversations you were left out of. AI word of mouth is different. You can ask the engines the same questions your customers ask and read exactly what they say about you, your area, and your competitors.

Checking by hand works as a first step, but answers change as engines refresh their sources, and each engine draws on different material, so a one-off check goes stale quickly. This is the gap a new category of AI-visibility tools now covers: Cituna, for example, checks six engines daily — ChatGPT, Perplexity, Gemini, Claude, Grok, and Google AI Overviews — records whether a business is mentioned and which sources are cited, and joins that with Google Search Console data so a workshop can see the whole picture in one place.

A practical starting checklist for workshop owners

  • Ask ChatGPT, Perplexity, and Gemini the questions your customers would ask ("best garage for BMW in Dubai") and note who gets named — or use a tool that monitors AI recommendations across engines automatically
  • Fix inconsistencies first: one trade name, one phone number, one address across your website, map profile, and every directory
  • Ask happy customers to mention the car and the job in their review, not just the star rating
  • Get listed where the engines look: established directories and comparison platforms, not only social media
  • Write your pages in the words customers use — "Range Rover air suspension repair in Al Quoz", not "premium automotive solutions"

If you are choosing a garage: shortlist, not verdict

AI answers can be out of date, can miss newer workshops, and cannot see current workload, today's prices, or the actual fault in your car. Treat the recommendation like a friend's suggestion: a solid place to start, not a reason to skip due diligence.

Whatever put a garage on your list, the next step is the same as it always was: describe the fault properly, ask two or three workshops for the same scope, and compare parts, labour, VAT, warranty, and timing before you approve the work.