Get your business cited in ChatGPT.
When your buyers ask ChatGPT who to use, you want to be the name it gives. That is earned, not bought, and it is the work we do.
ChatGPT names a business when it can read that business clearly, corroborate it, and trust it. We make your site legible to the search layer ChatGPT relies on, consolidate your entity, and earn the corroboration that gets you cited, honestly and measurably.
ChatGPT, in full.
ChatGPT has quietly become a place where buyers make shortlists. Someone with a problem to solve asks it who to use, what to look for, or which supplier fits their situation, and it answers with a handful of named businesses. That answer sits upstream of the click, before anyone reaches Google, and for a growing share of considered purchases it is the moment your name is either present or absent. Getting into it is a discipline in its own right, and it is the work this page describes.
The mechanics matter because they decide the tactics. ChatGPT answers from two sources: what it absorbed during training, and a live search layer it reaches for whenever a question is current, local or specific. That search layer leans heavily on Bing's index, retrieves real pages, and names the sources it trusts enough to build an answer on. So being named is rarely about the model liking you. It is about your pages being crawlable, clearly structured, and corroborated well enough that the retrieval step pulls you in and the model is confident enough to cite you.
We approach this as senior practitioners who have watched the same fundamentals decide visibility across two decades of search, now applied to a new surface. There is no button that puts you in ChatGPT and no package that guarantees it, and we will say so plainly. What there is: a legible site the search layer can read, one consolidated entity so the model knows exactly who you are, content that answers the real question up front, and the credible corroboration that turns a possible mention into a confident one. We build those four things deliberately and measure the result against the questions your buyers actually ask.
This is honest work, not a trick played on the model. We are not stuffing prompts, spoofing signals or buying placement, because none of that survives contact with how ChatGPT actually retrieves and reasons. We make your business the most citable answer to your market's questions, then track whether that is landing, so you can see movement rather than take it on faith.
How ChatGPT chooses what to cite.
ChatGPT answers from two places: what it learned in training, and a live search layer it uses for current questions, which leans heavily on Bing's index. For anything time-sensitive or specific, it retrieves and summarises live pages, then names the sources it trusts. That means being crawlable, well-structured and authoritative in that index is how you get pulled into the answer.
ChatGPT, broken down.
The ChatGPT search layer and Bing
ChatGPT's live answers are retrieved through a search layer whose index leans heavily on Bing, so being crawlable and well-ranked in Bing is a direct lever most competitors ignore. We treat Bing visibility as first-class, not an afterthought to Google.
Entity consolidation
The model needs one unambiguous identity for you across your site, Bing Places, Companies House and the directories it cross-checks. We reconcile the inconsistencies that make an assistant hedge, confuse you with another firm, or leave you out.
Answer-first content structure
Retrieval favours pages that state the answer plainly and early, framed around the exact question a buyer asked. We shape your key pages so the useful passage is easy to lift, quote and attribute.
Corroboration and citations
ChatGPT is more willing to name a business that credible third parties confirm. We build the independent coverage, mentions and citations that raise its confidence from maybe to yes.
Answer monitoring across your question set
We track a defined set of your real buying questions and record whether ChatGPT cites you, a competitor, or nobody, over time, so the programme is measured rather than assumed.
How ChatGPT differs from the other assistants
Perplexity, Gemini, Google AI Overviews and Claude each source and cite differently, so the same content performs unevenly across them. We tune per surface rather than treating AEO as one undifferentiated task.
The way we run ChatGPT.
Map the questions that decide the sale
We start from the real prompts your buyers type, not head keywords. That question set becomes the target we optimise toward and the yardstick we measure against for the life of the engagement.
Audit legibility and the current answer
We check what ChatGPT's search layer can actually read on your key pages, then ask the assistant your question set to see who it names today and why. That gives us a factual baseline, not a guess.
Fix what keeps you out
We resolve the crawlability, rendering and structure issues that hide your content from a machine, and strengthen Bing visibility specifically, because the search layer leans on that index.
Consolidate the entity
We reconcile your identity across your site, Bing Places, Companies House and the directories, so the model has one confident, corroborated picture of who you are and what you do.
Restructure content to be citable
We rewrite and reshape the pages that answer your buyers' questions so the answer is explicit, early and attributable, and eligible to be lifted into a response.
Earn corroboration and re-measure
We build the credible coverage and citations that raise the model's confidence, then re-run your question set and report the movement, adjusting where the answer has not yet shifted.
How we get you cited in ChatGPT.
Be readable to the search layer
ChatGPT's live answers come from crawlable pages, and its index leans on Bing. We make your key pages fast, structured and free of the rendering issues that keep a machine from reading them.
Consolidate the entity
One clear, consistent identity across your site, Bing Places, Companies House and the directories, so ChatGPT knows who you are and does not confuse or overlook you.
Answer the question directly
Content structured around the exact questions your buyers ask, with the answer up front, so it is easy to lift into a response.
Earn corroboration
Assistants trust what other credible sources confirm. We build the coverage and citations that make ChatGPT confident enough to name you.
We will not claim guaranteed placement in an AI answer, because nobody can deliver that. What we can do is make you the most citable, credible option, and report whether it is working against your own set of buying questions.
What ChatGPT puts on your desk.
Who does the work, and why our answers are honest
Rogue Logic is the trading name of Bryley Ltd, a deliberately small, senior-led team. The person who audits your legibility, consolidates your entity and shapes your content is a practitioner with years behind them, not a junior working from a template. AEO is new as a label, but the fundamentals deciding whether an assistant names you, clarity, authority and corroboration, are the same ones we have worked with across search for a long time. We apply that experience first-hand, and we tell you what we actually observe when we query ChatGPT with your question set, including when the honest answer is that nobody is cited yet.
First-hand, tested against the real surface
We do not theorise about ChatGPT from the outside. We query it with your buying questions, watch what it retrieves and names, and base the work on what we see rather than on what a course promised.
Straight about what can and cannot be promised
Citation is earned, never bought or guaranteed. Anyone assuring you of a place in ChatGPT is not being straight. We commit to making you the most citable option and to measuring it honestly.
Grounded in how ChatGPT actually sources answers
Our method follows the real mechanics: a live search layer that leans on Bing, entity signals the model cross-checks, and corroboration it trusts. We build for those, not for tricks that do not survive retrieval.
ChatGPT: common questions.
Can you guarantee we appear in ChatGPT?
No, and anyone who guarantees it is not being straight with you. Citation is earned through authority and clarity, so we make you the most citable option and measure the movement against your own question set.
Is ChatGPT SEO a real thing?
Yes, though it is really AEO, answer-engine optimisation. It is the work of making your business the source ChatGPT can read, trust and name, rather than a trick to game the model.
Do our Google rankings help us in ChatGPT?
Indirectly. Strong classic SEO usually means the crawlable, authoritative content ChatGPT's search layer favours, but its index leans on Bing, so we cover both.
How do you measure it?
We track a set of your real buying questions across ChatGPT and the other assistants, and report whether you are cited, a competitor is, or nobody is, over time.
Why does ChatGPT name a competitor and not us?
Usually one of three reasons: their pages are easier for the search layer to read, their identity is clearer and better corroborated, or they answer the specific question more directly. We diagnose which it is for your question set and close that gap rather than guessing.
Does our Bing presence really matter for ChatGPT?
Yes, more than most people expect. ChatGPT's live search layer leans heavily on Bing's index, so being crawlable and visible there is a direct route into its answers. We treat Bing as first-class work, not a footnote to Google.
How long before we show up in ChatGPT?
Legibility and structural fixes can change what it retrieves within weeks. The corroboration that makes a citation confident builds over a quarter or two. We measure against your own question set throughout so you can see it moving rather than wait in the dark.
Is this separate from our SEO, or the same work?
It shares foundations with SEO but is not identical. Strong classic SEO usually produces the crawlable, authoritative content the search layer favours, but ChatGPT leans on Bing and rewards answer-first structure, so we cover both deliberately rather than assuming Google strength carries over.
How do you actually measure whether it is working?
We run your real buying questions through ChatGPT on a regular cadence and record whether you are cited, a competitor is, or nobody is. That gives you an honest picture of movement over time instead of a vanity metric.
Can we pay to appear in ChatGPT answers?
Not for the cited, organic answers that matter here. Those are earned through clarity, authority and corroboration. That earned work is exactly what we do, and we would rather tell you that than sell you a shortcut that does not exist.