Entity & Brand Clarity
Consistent naming, description and cross-site signals so AI systems can confidently identify what your brand is and does — the prerequisite for being cited at all.
ChatGPT, Gemini, Perplexity and Google AI Overviews are already answering the questions your customers used to type into a search box. We make sure your brand is the source those answers cite.
Where we work to get you cited
A brand ranks first on Google for its core terms and assumes the search visibility work is done. Meanwhile ChatGPT, Perplexity and AI Overviews are already answering the same question directly — often citing a competitor, a forum thread, or nobody at all — and that traffic never reaches the ranking page.
We treat this as its own discipline with its own audit: what AI systems currently say about your category, whether they cite you, and what content structure would make citing you the easier answer to generate.
Scoped individually or as one programme. Each links to the specialist work that plugs into it.
Consistent naming, description and cross-site signals so AI systems can confidently identify what your brand is and does — the prerequisite for being cited at all.
Definitional paragraphs and question-based headers written the way an answer engine actually lifts them — concise, front-loaded, no scrolling required to find the answer.
FAQPage, HowTo and Organization schema implemented correctly — the machine-readable layer that tells AI systems exactly what your content answers.
Tracking whether and how ChatGPT, Perplexity and AI Overviews mention your brand for the queries that matter, so the programme is measured against real citations, not guesses.
Page architecture — headers, summaries, tables — rebuilt so the content is easy for a model to chunk, retrieve and quote accurately.
AEO does not work without the technical and content baseline underneath it — we make sure that foundation is in place, not assumed.
Explore this service →The same four stages on every engagement, so you always know which one you are in and what comes out of it.
What ChatGPT, Perplexity, Gemini and AI Overviews currently say about your category and competitors, and whether you are cited, ignored, or misrepresented.
An entity clarity plan plus the content and schema gaps standing between where you are and being the cited source.
Extractable content, FAQ schema and entity signals go live on a fixed cadence — structure first, volume second.
content + schema in parallelOngoing citation tracking across the major AI systems, refining content structure based on what is actually getting picked up.
Sample layout — figures below are placeholders pending client sign-off.
Replace with the real headline result once the client signs off.
Replace with the real headline result once the client signs off.
Replace with the real headline result once the client signs off.
A brand with weak technical SEO and thin content has nothing for an AI system to cite even after an entity clarity project. The two disciplines are run together here, in the right order.
We check what ChatGPT, Perplexity, Gemini and Google AI Overviews currently say about your category — and whether your brand is in the answer. Yours to keep whether or not you work with us.
Still unsure where we'd fit? Book a call and we'll tell you honestly — even if that means a smaller scope than you expected.
It depends on scope, and the drivers are how much existing content needs restructuring versus how much is missing entirely, and how competitive your category is in AI answers. We scope from a single AI visibility audit upward, as a fixed project fee before any retainer.
Structuring your content and brand entity so AI systems like ChatGPT, Perplexity and Google AI Overviews can extract, understand and cite it directly — the same goal as SEO, aimed at a different kind of result.
We run a tracked set of queries a real customer would ask, on a recurring schedule, and log whether and how your brand is mentioned. It is manual and imperfect — there is no official analytics product for this yet — but it is directionally reliable and improves over each audit cycle.
No. AEO depends on the same technical and content foundation traditional SEO builds — if that foundation is weak, there is nothing for an AI system to find and cite, no matter how well-structured your entity signals are.
Entity clarity and schema changes can influence citations within a few weeks once AI systems recrawl and reindex your content. Building genuine topical authority that AI systems trust as a source takes longer, similar in timeline to traditional SEO authority building.
Yes — AI Overviews draw heavily on structured data, featured-snippet-style content and existing search authority, so the FAQ schema and extractable content work in this service is built with Overviews specifically in mind, alongside ChatGPT and Perplexity.
Structured data that explicitly marks up a question and its answer in a format search and AI systems can parse directly, rather than having to interpret it from prose. It is one of the highest-leverage, lowest-effort changes for AI visibility.
Yes, often more than a large one — AI answer visibility currently rewards clear, well-structured entity signals over sheer content volume, which is a fairer fight for a smaller brand than traditional keyword-volume SEO ever was.