Get cited by ChatGPT, Perplexity and Google AI.

AI search visibility is the practice of structuring a website so AI answer engines cite it directly in their answers, not just rank it in classic search. When someone asks ChatGPT, Perplexity or Google AI Overviews a question, those systems read a handful of trusted pages and quote them. The goal of this work is to make your site one of the pages they quote.

What AI search visibility is

AI search visibility is your presence inside generated answers, measured by how often answer engines name and link your site as a source. Classic SEO competes for a position in a list of links. AI search visibility competes for the sentence the model writes and the citation it attaches. The two are related because both reward clarity, speed and trust, but the target is different: a quote, not a rank. A site can rank on page one and still be invisible inside the AI answer if its content cannot be extracted cleanly.

AEO and GEO defined

AEO and GEO are the two disciplines that earn AI citations, and they work together.

• AEO, Answer Engine Optimisation. Structuring content so an engine can lift a direct, self-contained answer and cite your page.
• GEO, Generative Engine Optimisation. Shaping your wider entity and content so generative models prefer and reproduce your facts.

How answer engines choose sources

Answer engines favour pages that are easy to read, easy to trust and easy to reach. The selection comes down to a short list of signals you can build for directly:

• Clear entities. The engine must know who you are and what you do, stated consistently across your site and the wider web.
• Structured data. JSON-LD schema labels your pages, author and facts so a model can map them without guessing.
• Extractable answer blocks. Each section opens with a direct answer the engine can quote on its own, without the surrounding paragraph.
• Freshness. Dated, maintained pages signal that the answer is current, which engines weigh heavily for changing topics.
• Crawler access. AI bots such as GPTBot and PerplexityBot must be allowed in robots.txt, or the page can never be cited.

What the studio does

The studio engineers every one of those signals into the build, so AI visibility is structural rather than a service bought after the fact. The same founder who designs and codes the site also sets up the work that earns citations:

• Entity home and schema. One canonical page that defines your business, wired up with JSON-LD so engines map your entity correctly.
• An llms.txt file. A plain guide for AI crawlers that points them at your most quotable pages.
• Answer-first content architecture. Every page and section leads with a quotable answer, then supports it.
• Structured data on every page. Service, Article, FAQ, HowTo and breadcrumb schema, hand-written, not plugin guesswork.
• Crawler access by default. robots.txt allows GPTBot, PerplexityBot and Google-Extended, which this very site does.

Because the build and the visibility work are the same job, nothing is bolted on afterwards. It is the same discipline as the studio's web design and SEO services, applied to the question of who the model quotes.

Why a fast hand-coded site wins citations

A fast, hand-coded site wins citations because clean markup and quick load times make a page far easier for an engine to read, trust and extract. A bloated page builder buries the answer in nested wrappers and slow scripts, so the model works harder to find a quote and trusts the page less. A hand-coded Astro or Next.js page presents semantic headings, schema and answer blocks in plain markup that an engine can lift in one pass. The reasons are set out in full in the guide on why hand-coded sites rank.

Want to be the source the models quote? Read how to get cited by ChatGPT, or send your brief for a fixed-fee quote.