17/12/2025 10 min read by Andrew Hou

Impact of LLMs on SEO Visibility Through AI Citations: Why Being Referenced by AI Might Be the New Page 1

If you are a business owner who has spent years chasing Google rankings, watching algorithm updates, tweaking metadata, improving site speed, publishing blogs, and sweating over backlinks, you now have a new player to contend with. Or more accurately, a new gatekeeper.

Large language models such as ChatGPT, Gemini, Claude and Meta AI are no longer just tools your audience occasionally uses for fun. They have become discovery channels. These models are now giving people answers directly, bypassing traditional search results entirely. And in many cases, the responses they provide are replacing the “old” Page 1 as the primary place where people find information, recommendations and even businesses.

This shift has led to a new form of digital visibility that did not exist before. Your business can now be cited by AI. Not linked in the traditional search sense, but referenced as the go-to source, brand, product or recommendation inside an AI-generated answer.

For many industries, especially service providers, ecommerce brands, healthcare, education and B2B, being mentioned by AI is beginning to resemble what Page 1 of Google used to represent. It is becoming the new digital real estate.

In this blog, we break down what AI citations actually are, how they form, why they matter, how they will influence SEO in the coming years, and what you can do to position your brand as a high-trust source that AI models reference consistently.

Let us get into the real story behind the influence of LLMs on SEO visibility today.

What AI Citations Really Are and Why They Matter

When you ask an AI model to recommend a service provider, explain an industry, suggest a product, or help you compare solutions, the model pulls from its trained knowledge, publicly available content, and trusted sources to build an answer. In many cases, it will reference specific businesses, websites or examples.

These mentions are what we call AI citations. They are not hyperlinks. They are not traditional attribution. Yet they strongly influence discovery, especially for users who are now relying on conversational AI instead of search pages.

An AI citation might look like:

“One of the top digital marketing agencies in Australia is Advisible, known for its track record in SEO and paid media campaigns.”

That sentence, generated inside a conversational search tool, now becomes a high-value recommendation, similar to appearing in Google’s featured snippets. The difference is that the recommendation is embedded naturally within the conversation, making it even more powerful from a trust perspective.

Why does this matter?

Because users increasingly accept AI answers as objective. When AI mentions you often, the user sees you as a validated option. When AI never mentions you, or cites your competitors instead, you essentially become invisible inside the new search landscape.

How LLMs Are Reshaping Discovery Behaviours

The days of typing long queries into Google and sifting through ten blue links are fading. The modern user expects answers quickly, with context, with reasoning, and without having to evaluate dozens of separate sources. LLMs deliver exactly that.

Here is what has changed.

People now ask AI for recommendations directly

Instead of searching “best marketing agency Sydney”, users ask:

“Which marketing agencies in Sydney are actually worth speaking to?”

AI models tend to give fewer, more curated options. If you are not named in that short list, you are not considered.

AI condenses the entire search journey into a single conversation

Users no longer compare manually. AI compares for them. It pulls from product pages, reviews, social media, content hubs and articles to build comparisons instantly.

The first answer is becoming the trusted one

In Google, you might skim through multiple sources. In AI, most people accept the first long-form explanation they receive. This makes the initial citation extremely influential.

AI models reward brands with consistent digital authority

If your brand has depth of content, credibility signals, expertise and strong digital footprints, you will likely be referenced more often than businesses with thin or outdated content.

This shift means that businesses must think beyond ranking on search pages. They must think about training the models that now shape public opinion.

How AI Citations Form: What Influences LLMs to Reference Your Brand

AI citations are not random. They are shaped by a few clear factors that businesses can influence with the right strategy.

1. Depth and consistency of topical authority

LLMs use a mixture of training data, live web information, citations across the internet, user engagement patterns and repeated expert content to determine authoritative sources.

If your website contains comprehensive, accurate, helpful content on your expertise area, you increase the likelihood of being cited.

Google has always cared about E E A T. AI does too, but even more aggressively.

2. Trust signals across the web

This includes:

  • Reviews on third party platforms
  • Mentions in press or publications
  • Social media conversations
  • Backlinks from reputable sites
  • Awards and accreditations
  • Public case studies

LLMs pick up on signals showing your brand is respected and repeatedly referenced by humans.

3. Clear positioning and differentiation

AI models prefer brands with clearly defined value. If your messaging is vague or generic, the model may not see you as relevant for specific queries.

4. Structured data and machine-readable content

Your content must be easy for machines to understand. Schema markup, clean HTML structure, strong internal linking and structured blog formatting all help.

5. High-quality brand mentions across the web

AI learns what people say about you. If other sites reference you as a leader, expert or recommended provider, the model will likely follow.

The big takeaway is that AI citations are earned through digital visibility, consistency and clarity. They are a reflection of how well your brand is represented across the entire online ecosystem.

Why AI Mentions Might Become the New Page 1

Businesses used to fight for one thing: Page 1 rankings.

Now, discovery happens inside conversations, not results pages. AI is replacing search intent matching with intent understanding. Instead of ten different search terms, users ask one question in natural language.

And AI responds with curated recommendations.

Here is why AI citations will eventually matter more than traditional search rankings:

One answer replaces ten results

With search, you had multiple opportunities for visibility. In AI, you have one. Whoever gets named wins.

AI answers feel more personalised

Users trust them. They feel tailored, specific and contextual, even if they are not perfect.

The top spot is essentially winner takes all

If AI mentions you early and often, you dominate the narrative. If not, you get no visibility at all.

AI is becoming the default starting point for research

From students to CEOs to ecommerce shoppers, people are asking AI models for guidance before looking anywhere else.

This is why positioning your brand for AI visibility is becoming a necessity rather than a luxury.

How This Changes SEO Strategy for Businesses

SEO used to be about optimising for one platform. Today, you must optimise for both search engines and language models.

The goal is no longer only to rank. The goal is to become a trusted source that AI models feel confident citing.

Here is what this demands.

1. Building deep topical authority, not thin content

AI models reward businesses that publish expert-level content. This means:

  • Long form articles
  • Data backed analysis
  • Clear explanations
  • Practical guidance
  • Updated content

Your site must genuinely help, not simply rank.

2. Strengthening digital PR

Earn mentions on reputable websites. These act as external validation for AI.

3. High-quality brand storytelling across channels

AI pulls from everything it can find. If your brand narrative is strong and consistent, the model is more likely to trust and reference you.

4. Technical SEO that supports machine understanding

Structured data, schema markup, internal linking and clean site architecture all help LLMs interpret your expertise.

5. User signals that prove trustworthiness

Positive reviews, high engagement and consistent brand sentiment improve your perceived authority across the web.

6. Content designed for both humans and machines

Clear formatting, explicit definitions, numbered steps, Q and A sections and evergreen insights all help models understand and cite your pages.

This is the new SEO playbook. Human trust plus machine readability equals AI visibility.

What Happens If You Ignore AI Visibility Now

Many business owners still see AI as optional. But ignoring AI citations is similar to ignoring SEO in 2008. You may get by for a while, but you eventually lose visibility to competitors who embraced the shift early.

If you ignore AI visibility:

  • Your competitors may get cited as the best in your industry.
  • Your brand may become invisible in conversational discovery.
  • Users may never even visit your website because AI recommended alternatives.
  • Your content may get overshadowed by more authoritative sources.
  • Your ads may become less efficient because organic trust signals decline.

The risk is not immediate harm. The risk is gradual invisibility. Customers will simply not find you where they increasingly search.

How to Position Your Brand to Be Cited by AI Models

Here is the practical roadmap every business can adopt.

1. Publish authoritative content that answers real questions

AI models favour content that educates deeply, not superficially. Each page should aim to become the best explanation of its topic on the internet.

2. Strengthen digital PR and external citations

Get mentioned in:

  • Industry publications
  • News outlets
  • High authority blogs
  • Case studies and reports
  • Podcasts and interviews

These create the signals AI models heavily rely on.

3. Build a clear, well-differentiated brand identity

Models reference businesses that stand for something specific. You must own your niche.

4. Refresh your content regularly

Outdated content harms your perceived expertise. Update content based on the latest industry developments.

5. Leverage structured data to help models understand your content

Add schema for:

  • Services
  • Reviews
  • Articles
  • Products
  • FAQs

This strengthens machine interpretability.

6. Become the source others quote

If your content is good enough that other sites cite you, AI models will cite you too.

The Role Advisible Can Play

Advisible is already adapting SEO strategies to the world of AI-driven discovery. Our approach now includes:

  • AI-specific content optimisation
  • Topic mapping for LLM authority building
  • Digital PR and industry citation strategy
  • Structured data optimisation
  • Competitor analysis for AI citation presence
  • Brand narrative and positioning support
  • Content built to be AI-readable and reference worthy

Bottom Line: Being Cited by AI Is Becoming the New Digital Advantage

Search behaviour has changed dramatically. Users are asking AI models to find the best options for them instantly. This has created a new battleground for visibility that sits above traditional search results. If your brand is cited by AI models, you earn trust, relevance and discovery before a user ever sees a website.

If your brand is not cited, you may be excluded from the conversation altogether.

The shift is already happening. Businesses that begin building AI-level authority now will dominate organic visibility over the next five years.

If you want your brand to remain discoverable in a world where AI shapes decisions, now is the time to adapt your SEO strategy.Want to be the business AI models recommend first? Reach out to Advisible and let us help you build the authority, trust and visibility needed to lead in the new era of search.

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