A restaurant owner in Almaty recently told me something that stuck with me. “I don’t need any of this AI stuff,” he said. “My customers find me on 2GIS and Instagram. That’s enough.”
He’s probably right — for now. But I’ve heard very similar things before. In 2010, business owners told me they didn’t need a website because their customers called them directly. In 2015, they told me they didn’t need Google reviews because word of mouth was enough. In both cases, the ones who waited lost ground they never fully recovered.
The question is never whether the old channel still works. It usually does, for a while. The question is whether you want to build an advantage before your competitors do, or catch up after them.
Here’s why restaurants, dental clinics, and law firms specifically need to care about AI search citations — and what it actually takes to get them.
How AI Search Affects Different Business Types
Food and dining is one of the most AI-searched categories that exists. People constantly ask ChatGPT and Perplexity for restaurant recommendations — “best Georgian food in Almaty,” “romantic dinner spots in the city center,” “good business lunch options near the financial district.”
When AI systems answer these questions, they draw on a combination of review platforms, food blogs, local directories, and the restaurant’s own website content. Restaurants that have consistent, rich profiles across multiple platforms — with genuine reviews, clear descriptions of cuisine and atmosphere, accurate location data, and content that describes their unique qualities — are the ones that get cited.
The restaurant owner who only has a 2GIS listing and an Instagram account with beautiful photos but no written content? The AI doesn’t know what story to tell about them.
Dental Clinics
Healthcare is another heavily AI-searched category, and dental services in particular. Patients increasingly research online before choosing a dentist — and increasingly, that research starts with an AI assistant rather than a search engine.
“What should I look for in a dental clinic?” “Which clinics in Almaty offer implants?” “How do I know if a dentist is qualified?” These are the kinds of questions patients ask AI systems. The clinics that show up in answers are the ones whose websites clearly explain their services, list their doctors’ qualifications, answer common patient questions, and have been reviewed positively across multiple platforms.
There’s also a trust dimension that’s unique to healthcare. AI systems applying E-E-A-T principles weight medical and health-related content especially heavily for expertise and authority. A clinic whose website can’t clearly communicate who its doctors are and what they specialize in is at a significant disadvantage in AI search.
Law Firms
Legal is perhaps the most interesting case. Legal questions are complex, and people increasingly turn to AI for initial guidance — “do I need a lawyer for this?” “what are my rights in this situation?” “how does the process work?”
When AI systems answer these questions, they often reference specific law firms or practitioners as examples of expertise in relevant areas. Firms that have published clear, informative content about their practice areas — that explain legal processes in plain language, that answer common client questions — are far more likely to be cited.
This creates a specific content opportunity for law firms: educational articles that genuinely help potential clients understand their situation. Not just marketing copy, but real guidance. Counterintuitively, the more genuinely helpful your content, the more AI systems treat you as an authoritative source.
What Getting Cited Actually Requires
Being cited by ChatGPT or Perplexity isn’t about gaming a system. It’s about building the kind of digital presence that AI systems — which are designed to identify genuinely useful, trustworthy sources — naturally want to reference. That means several specific things:
Clear, specific website content. Your website needs to explicitly state what you do, who you serve, where you’re located, and what makes you the right choice. Vague marketing language doesn’t communicate clearly to AI systems. Specifics do.
Answered questions. Think about the ten most common questions your customers ask before deciding to work with you. Now answer them clearly on your website. This alone significantly improves your AI citation potential.
Consistent local presence. Your name, address, phone number, and service description should be identical across every platform where you appear — Google, Yandex, 2GIS, industry directories, review sites. Inconsistencies reduce AI confidence in your business’s authenticity.
Third-party validation. Reviews from real customers on multiple platforms. Mentions in local media or industry publications. Citations in relevant directories. These independent confirmations tell AI systems that real people have verified your existence and quality.
Technical markup. Schema tags on your website that tell AI systems and search engines exactly what category of business you are, what services you offer, and how to contact you. This is a technical implementation that most businesses don’t have but that makes a measurable difference.
The Window Is Open Right Now
The restaurant owner I mentioned at the start of this post is not doing anything wrong. His business works. But his competitors who start building AI visibility now will have a compounding advantage over the next two to three years that will be genuinely difficult to close.
This is the nature of digital marketing: first-mover advantages are real, but they require moving before everyone else sees the opportunity.
If you run a restaurant, dental clinic, or law firm in Almaty or Bishkek, I can give you a clear picture of your current AI search visibility and a concrete roadmap for improving it. The businesses that move now will be the ones their customers’ AI assistants recommend tomorrow.