AI-Led Execution / Generative Engine Optimisation · GEO & AEO

AI has the answer.

Your brand isn't in it.

ChatGPT, Perplexity, Gemini and AI Overviews answer your buyer before your site gets a click. GEO is the work that decides whether that answer names you.

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How we think

Your buyers ask an AI before they visit a site. The answer often names someone else.

More and more content is written for AI engines, yet most of it is never cited. Being named in an answer depends on whether the engine can read your site, understand what you offer, and find other sources that confirm it.

So the first question is not what to publish next, but what the engines already say about you today, and where that answer comes from.

Ranking is no longer enough. You also have to be cited.

What we build

What AI engines say about you, and why.

Measurement

Before changing anything, we look at what the AI engines actually answer when your buyers ask about your category.

01 · What we track

How often AI names you, and who it names instead.

We put a set of real buyer questions to ChatGPT, Perplexity, Gemini, AI Overviews and AI Mode, and repeat them over time. You see how often your brand comes up, which competitors are named instead and what the engines get wrong about you, next to the AI traffic already visible in GA4 and Search Console. How the questions are chosen.

brand answer · logged each roundperplexity
"best B2B measurement consultancy in Switzerland?"Competitor A for enterprise analytics, Competitor B for GA4.✕ your brand: not mentionedchatgpt40%perplexity20%gemini60%ai mode30%ai overviews10%AI visibility = prompts naming the brand ÷ prompts tested.

Technical foundations

An AI engine can only cite what it can read. This is the quickest part to check, and the one most often overlooked.

01 · Crawler access

Let the right crawlers in.

Each engine uses its own crawlers, and a single line in robots.txt can shut one of them out without anyone noticing. We check which bots can reach your site, including Google's, where blocking Google-Extended also removes you from Gemini, and make sure your content exists in the page itself rather than appearing only once JavaScript has run. The checks we run.

technical GEO healthregular checks
Google-Extended blocked by mistakehighbody copy only after JavaScriptcriticalschema: 3 errors on /servicesmediumno llms.txtoptionalOAI-SearchBot, PerplexityBot allowedpassGooglebot allowed (AI Overviews)passCritical blocks crawling. Optional never outranks the fundamentals.
02 · Content structure

Pages that answer clearly.

Engines and readers both look for a direct answer. We restructure your key pages around the questions buyers actually ask, with the answer near the top, clear headings, comparison tables in real HTML and an FAQ where it helps. It is not a secret AI formula: it simply makes your content easier to understand, and easier to quote.

page structure · retrieval viewJSON-LD
"Our Approach" · 1,800 wordsanswer in para 9not extractable"What is a measurement stack?"140 wordsquotable"GA4 vs BigQuery: which?"HTML tablequotableOrganization, Person on-siteconsistentLinkedIn company descriptioncontradictsOne page, several retrievable answers, one clear entity.

Citations

Engines trust what others say about you more than what you say about yourself, so part of the work happens beyond your own site.

01 · Answer-first content

Content worth quoting.

We write new articles for the questions where your brand is missing today: definitions, comparisons, practical guides. Each one opens with a clear answer, backs it up with evidence and is signed by someone with real expertise, so that engines and readers alike know who is talking.

query type → what gets publishedfrom the prompt map
"what is X"definitionpillar page"X vs Y"comparisontable-led guide"how do I X"how-tostep article"does X still work"evaluationcase evidence"best X for Y"commercialearned off-siteThe last row is the one on-site content cannot win alone.
02 · Off-site presence

Present where the engines look.

Monitoring shows which sites the engines quote in your category: review platforms, trade media, LinkedIn articles, communities. We focus there, with editorial placements, genuine expert contributions and reviews from real customers, and keep the facts about your company identical everywhere. No bought links, no fake mentions. How we choose where to appear.

sources cited in category answerswho is in them
g2.comreview platformcompetitors onlyreddit.com/r/analyticscommunitycompetitors onlytrade publicationeditorialplacement liveLinkedIn long-formpersonal profileregular articlesindustry directorylistingstaleEditorial placements only. We do not buy links.
Why the answer names someone else

Four factors raise the odds of being cited.
The first is the quickest to check.

01

Reachable

The right crawlers allowed, content in the raw HTML.

The usual missOne Disallow line nobody remembers adding.

02

Parseable

Each section answers one question on its own.

The usual missThe answer buried in paragraph nine.

03

Corroborated

The claim repeated where the engine already looks.

The usual missOnly your own site saying it.

04

Attributable

Facts about you that agree everywhere.

The usual missThree descriptions of the same company.

Publishing more on top of this just feeds the answer your competitors are in.

What changes on your side

Your place in the answer, measured and improved.

A clear picture of what each AI engine says about you, and who it names instead.
Technical blockers removed first, because they are the quickest wins.
Key pages restructured so engines and readers find the answer straight away.
New content aimed at the questions where you are missing today.
Your company described the same way everywhere the engines look.
AI visibility and AI traffic reported next to your organic search results.
Start here

Measurement, foundations, citations. In that order.

Start with a conversation and we scope from there. If your organic foundations need to come first, we will say so.

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