The path is the same as anywhere else, applied locally: rank well organically for Dubai and UAE-specific searches, get mentioned and reviewed on credible third-party sites — directories, press, industry lists — and make sure your own site is structured and crawlable enough for AI engines to lift facts from it confidently. Local signals, like Google Business Profile listings, UAE-based reviews, and consistent business details, still feed the same index these assistants draw on.
There's no separate ‘Dubai algorithm’ to game; being a genuinely well-reviewed, well-documented local business is what gets surfaced when someone asks an assistant for a recommendation in the UAE or wider GCC.