For years, SEO has operated on one fairly simple premise: the higher you rank in search engine results, the more people will see your brand. In “the good old days,” one hundred users could search the same thing and see the same ten results. 

But AI-powered search engines and LLMs like ChatGPT have changed the game.

When you ask ChatGPT to recommend a spot for lunch, a doggy daycare, or a reputable marketing agency, the answer you get is shaped by your own unique conversation history. Two people typing the same query can end up with two completely different recommendations. Which means who is asking the question matters just as much as the question itself.

The brands that are dominating AI-powered search aren’t just optimizing for general visibility. Instead, they’re carefully curating a digital footprint that speaks directly to their target customer.

That’s what Generative Engine Optimization is all about. So, how do you do it?

How ChatGPT’s Recommendation System Works

When you ask ChatGPT for a recommendation, it doesn’t just repeat the question back to Google. It executes dozens of related searches at once in a process called query fan-out, then synthesizes everything it finds into a response uniquely tailored to you. 

Multiple factors influence whether your business ends up in that response, including:

  • Strong SEO. Brands that appear across multiple branches of that query fan-out during Retrieval Augmented Generation (RAG) increase their odds of showing up in the actual answer—so if you’re already ranking well in traditional search engines, you’re one step ahead of the competition.
  • Third-party authority. Why should ChatGPT recommend you if nobody else does? Consistent mentions of your brand by credible, third-party sources signal to LLMs that your business is trustworthy and worth talking about.
  • Entity clarity. LLMs use context to associate your business with specific categories, locations, and use cases. Maintaining a consistent digital footprint across the web makes it easier for these tools to understand exactly who you are and what you do (or don’t do). 
  • High-quality content. Outdated, unstructured information doesn’t get cited. Fresh content with novel insights, credible data, and a clear narrative signals to LLMs that your business is an authority in your industry.

Personalization in the Age of Generative Engine Optimization

For years, Google gave everyone the same “page one” results. Now, ChatGPT gives everyone a unique conversation.

It’s a core strategic shift that most brands haven’t fully absorbed: Speaking to your target customer, in the language they use, about the problems they have, matters more in AI search than broad keyword coverage. When ChatGPT recommends resources to a first-time homeowner, it’s going to give them different results than it will to a seasoned property investor—even if both users ask the exact same question.

That means your job is to figure out who you’re speaking to, then make sure your business is the obvious answer for whatever they ask. 

Build a Strong Digital Foundation

ChatGPT can’t recommend your business if it can’t understand what it is. These are the foundational signals that will help AI systems identify, verify, and trust what you do.

  1. Implement schema markup. This special structured data lets you speak the machine’s language, telling AI systems exactly who you are, what you offer, where you’re located, and even what your customers think of you. Implementing schema markup isn’t the most glamorous work (it isn’t even visible to users on your website), but it’s an essential first step to getting LLMs to understand your brand.
  2. Complete your business listings. Listings on major directories like Google, Yelp, and Bing act as reference data that AI systems actively pull from. Make sure each one is complete, accurate, and active. Consistency matters too. Even slight differences between platforms mean AI systems have to guess whether they’re looking at the same business.
  3. Build a knowledge graph-friendly website. A knowledge graph maps relationships between entities like your business, your location, your services, and your industry. The more clearly your website establishes those connections through consistent language, internal linking, and logical structure, the easier it is for the model to place you accurately. You can test this yourself: if someone landed on any page of your site with zero context, how quickly could they figure out what your business does?

Create Content Designed for AI Citations

It’s one thing for ChatGPT to find your content. It’s another thing entirely for ChatGPT to decide that content is worth mentioning. 

  1. Write content worth citing. Create authoritative guides that demonstrate real expertise and original research. And make sure that content is written in clear, natural language that sounds like a real human—not another chatbot.
  2. Structure for AI comprehension. AI systems process content at the passage level, scanning quickly for the most relevant chunk to pull into a response. Every heading, paragraph, or bulleted list is a chance to be cited. So make each one count: clear, focused, and direct enough to stand on its own.
  3. Earn other citations. ChatGPT can’t be the only resource citing your website. If your brand is consistently linked and mentioned across authoritative publications and directories, that translates to credibility in the eyes of AI. Pairing your GEO plan with a strong digital PR strategy is more important than ever. 

Monitor and Improve Your AI Visibility

Like most good marketing efforts, GEO isn’t a “set it and forget it” strategy. It’s important to track where you stand and how that changes over time.

  1. Run your own audit. Test a few queries in ChatGPT that reflect how your target customers actually search and document the responses. Then run the same queries from a fresh account with no prior history and compare the results. The gaps between these outputs will tell you where you may have some catching up to do—and who exactly you’re trying to catch up to.
  2. Use tools to track at scale. Consider investing in a third-party AI Visibility tool or partnering with a GEO agency that can help you monitor LLM mentions of your brand across dozens of prompts and personas without the need for manual testing.

Ready to Start Showing Up in AI Search? 

ChatGPT receives roughly 1.73 million queries every single minute. Getting it to recommend your business comes down to one thing: building a presence so clear, consistent, and customer-focused that even a model that busy can always tell exactly when you’re the right fit.

That’s a tall order—especially if you’re doing it alone.

At Elysium Marketing Group, we build GEO strategies that work alongside your existing marketing efforts. Not sure where your business stands in AI-generated results? That’s exactly where we’ll start. Get in touch with our team to learn how.