Answer Engine Optimisation
The Problem:
More people trust an AI model than a page of search results. They ask ChatGPT which tool to buy, Claude which agency to hire, Gemini which option is the best and the model replies with a handful of names it considers credible. If your brand isn't one of them, you're invisible at the exact moment someone is ready to decide. You can rank well, run great ads, and still be left out, because a language model simply doesn't "know" your brand well enough to bring it up. That's a new kind of invisibility, and most businesses don't even realize it's happening.
What LLM SEO is ?
LLM SEO is the practice of optimizing your content and authority signals so large language models understand your brand, trust it, and reference it in their answers. These models don't crawl and rank pages the way a search engine does. They learn from vast amounts of text about who's credible, what they're known for, and how they connect to a topic. LLM SEO shapes that understanding on purpose making your brand, facts, and expertise clear and consistent enough that models pull you into their responses as a recommendation, a source, or a quoted authority.
How it works ?
I start by studying how the major models currently talk about your niche, who they name, what they say, and where your brand is missing. Then I strengthen your brand as a clear entity: consistent descriptions of who you are and what you're known for, across every place these models learn from. I sharpen your content for clarity and quotability, so your key facts are easy to understand and repeat. I build citations and mentions across trusted sources, since models weigh what the wider web says about you. Finally, I add structured data and test the models over time, refining your signals so you get named more often, for the questions that matter.
The Outcome:
Your brand starts showing up inside AI answers — recommended, referenced, and quoted when people ask about your field. Instead of hoping a customer stumbles onto your site, you become one of the names the model trusts enough to mention. You claim ground in a channel most competitors haven't touched, and you protect your visibility as more decisions move from search results to AI conversations. When you work with me, you don't get vague "AI-ready" talk. You get a deliberate plan to earn the mentions that build authority and bring in business.
Key features
Here's what's included when I take on your LLM SEO. Each piece targets a specific reason large language models aren't yet mentioning your brand , so you start showing up in the answers your customers trust.
LLM Response Research
You can't fix mentions you never see. I test how ChatGPT, Claude, and Gemini currently answer the questions your customers ask, mapping who they name and where your brand is missing , so we know exactly what to change.
Brand Entity Strengthening
Models mention brands they clearly understand. I build a consistent, unmistakable identity for your business , who you are, what you're known for, and how you connect to your topic , so models recognize you as a name worth citing.
Content Clarity Optimization
Confusing content can't be repeated. I reshape your key pages with clear, factual, quotable statements, so models can understand your expertise and pull it straight into their answers.
Citation & Mention Building
These models weigh what the wider web says about you. I build consistent references, citations, and authoritative mentions across trusted sources, giving models more reason to name you.
Structured Data & Fact Signals
Ambiguous facts get ignored. I implement structured data and clearly stated facts about your products, services, and expertise, so models can confidently attribute the right information to your brand.
Competitor Mention Analysis
If a model recommends a rival, you need to know why. I study which brands the models name in your space and reverse-engineer what earns them the spot , then build your plan to take it.
Model Visibility Tracking
You can't improve what you can't measure. I monitor how often and how the models mention your brand over time, so we can see progress and double down on what's working.
Our process
Real results in a new space come from a clear method, not guesswork. Here's exactly how I work with your brand from day one , so you always understand what I'm doing and why it earns you AI mentions.
Discovery & Model Research
I start by understanding your business, then test how ChatGPT, Claude, and Gemini answer the questions your customers ask. This shows precisely where your brand is missing and why.
Mention & Competitor Analysis
I dig into which brands the models name for your key questions and reverse-engineer what earns them the mention. You'll see who's winning the answers and how.
Strategy & Roadmap
I turn the findings into a prioritized plan built around your goals and market. You'll know what to strengthen, in what order, and what each move is meant to achieve.
Brand & Content Optimization
I sharpen your brand entity and reshape your content for clarity and quotability, so models can understand who you are and repeat your expertise accurately.
Authority & Signal Building
I build citations, consistent mentions, and structured data across trusted sources, giving the models the signals they need to recognize and recommend you.
Testing & Refinement
I regularly test how the models respond, report on how and how often you're mentioned, and refine your signals as the models and your results evolve.
Our benefits
Features are the work behind the scenes. Benefits are what you actually gain in your business. Here's what changes when large language models start treating your brand as a name worth mentioning.
Visibility Inside AI Conversations
As more decisions start with an AI chat, being named there keeps you in the running. You capture attention in a channel most competitors haven't noticed yet.
Recommendations That Carry Weight
When a model names your brand as a good option, it hands you instant credibility. Being recommended by a trusted AI beats being one link a person has to find.
Traffic and Leads That Survive the Shift
Relying only on search rankings is risky as customers move to AI. LLM SEO protects your visibility so a changing landscape doesn't quietly cut off your pipeline.
A Clear Early-Mover Advantage
Most brands aren't optimizing for LLM mentions yet. Moving now lets you build recognition and authority before your market catches on and the space fills up.
Warmer, Higher-Intent Prospects
People who reach you through an AI recommendation often arrive already trusting you. That warmer start means better conversations and stronger conversions.
Authority That Reinforces Your SEO
The clear identity, quality content, and trusted mentions that win AI recognition also strengthen your traditional rankings. LLM SEO doesn't replace your SEO , it compounds it.
Clarity in a Confusing New Space
Instead of chasing hype and half-baked tactics, you get a clear, honest strategy grounded in how these models actually learn and respond.
Benefits of Our strategy
Strong LLM SEO isn't a trick or a one-time tweak , it's a system where a clear brand identity, trusted mentions, and understandable content combine to make models reference you on purpose. Here's how I build that system and what it delivers for your visibility.
Most SEO providers are still optimizing pages for a search engine and calling it a day. But when a customer asks ChatGPT or Gemini for advice, that page ranking doesn't decide whether your brand comes up. A different set of signals does and if your help doesn't understand how these models learn and choose what to say, you'll stay invisible in AI answers no matter how hard you work on rankings.
When you work with me, you work directly with me. I study how the models actually behave, test how they respond to real questions in your niche, and build the entity and authority signals that get brands named not a junior team repeating a trend they skimmed last week. I tie LLM SEO to the fundamentals that make it real: a clear brand identity, genuine authority, and content models can understand and trust.
I also keep it honest. LLM SEO is new and moving fast, so I won't pretend anyone can promise a fixed spot in an AI answer the models change, and nobody controls their output. What I can promise is a sound, data-led strategy, clear reporting on how the models talk about you, and straight answers about what's working and what isn't. No hype, no jargon, no contract built to hide slow progress.
Frequently asked questions
LLM SEO is the practice of optimizing your content and authority signals so large language models , like ChatGPT, Claude, and Gemini , understand your brand, trust it, and reference it in their answers. These models don't rank pages the way a search engine does. They learn from huge amounts of text about who's credible in a field. LLM SEO shapes that understanding on purpose, so when someone asks a model about your space, your brand is one of the names it brings up.
They overlap, but they aim at different targets. GEO , Generative Engine Optimisation , focuses on getting your brand cited inside answers from AI search tools like Perplexity and Google AI Overviews, which pull live sources into a generated reply. LLM SEO focuses on the underlying models themselves , ChatGPT, Claude, Gemini , and how they represent and recommend your brand based on what they've learned about you. GEO is about being cited in the moment; LLM SEO is about the model knowing and trusting your brand in the first place. Many businesses benefit from both.
AEO , Answer Engine Optimisation , is about winning the single direct answer inside search engines and voice assistants, like featured snippets, "people also ask," and replies read by Siri or Alexa. LLM SEO is about how AI language models describe and recommend your brand in a conversation. AEO wins a spot on a results page; LLM SEO earns a mention inside an AI chat. Together with GEO, they cover the full range of how people now get answers across search, AI search, and AI models.
Because more customers now ask an AI model instead of running a search. When someone asks ChatGPT or Gemini for a recommendation, the model replies with a short list of brands it considers credible. If you're not on it, you're invisible right when a decision is being made , no matter how well your site ranks. Starting now means building recognition before the shift fully hits and before your market crowds in.
No , and be wary of anyone who claims they can. These models change often, nobody controls their exact output, and none offer guaranteed placement. What I can promise is a sound, data-led strategy built on how models actually learn and choose what to say, honest reporting on how they talk about you, and steady work to increase how often you're named. I'd rather tell you the truth than sell you a false promise.
Not at all , it builds on it. The clear brand identity, quality content, and trusted mentions that win AI recognition are the same foundations that strengthen traditional rankings. LLM SEO and SEO reinforce each other, so investing in one lifts the other. I treat LLM SEO as an added layer on a healthy SEO foundation, not a replacement for it.
Any business whose customers ask AI models for advice, comparisons, or recommendations , which is a fast-growing number of them. It's especially valuable if people research before buying or weigh options carefully, since those are exactly the questions models love to answer with a short list of brands. Whether you're a service provider, a product brand, or a store, if a model could be recommending someone in your space, LLM SEO helps make sure it's you.
With an agency, you often get a junior team applying a trend they barely understand. With me, you work directly with me. I actively test how these models behave, study how they respond to real questions in your niche, and tie every decision back to earning mentions that matter. You get honest guidance in a hype-filled space , no jargon, no inflated claims, just a clear strategy grounded in how AI models really work.