Entity Architecture
How large language models recognise, classify, and connect your institution: an entity architecture audit and redesign, a structured data and schema system, and a knowledge-graph and authority footprint map.
Discovery · Advisory
GEO Architecture
Designing how your institution appears in the discovery layer that is replacing search.
Strategic advisory engagement"Today, discovery is architectural. Large language models do not read your website the way a keyword does, they understand your institution the way a system does."
The Shift
Search is becoming something else.
Ten years ago, search was a marketing discipline. ChatGPT, Perplexity, Gemini, Claude, and Google AI Overviews are no longer peripheral channels. For a growing share of research, purchase, and B2B discovery, they are the interface. The enterprise that shows up in their answers captures demand that no longer routes through traditional search results. The enterprise that does not, quietly disappears from consideration sets, often without noticing.
GEO Architecture is the discipline of designing this visibility deliberately. Not retrofitting SEO tactics onto AI search, but designing the entity footprint, structured authority, and citation logic that determines whether your brand is surfaced, cited, or ignored by the systems now mediating discovery.
Book a Diagnostic Sprint →What GEO Architecture Is
The architectural layer above execution.
Three layers, delivered as one engagement, that decide whether the systems mediating discovery surface you, cite you, or pass over you entirely.
Citation Logic
What makes a generative engine quote your content rather than paraphrase around you: a content ecosystem architected for AI citation, source-worthy authority markers, answer-ready formatting built in from the structure up.
Discovery Measurement
How institutions measure visibility in a layer that does not report clicks: an LLM visibility baseline across ChatGPT, Perplexity, Gemini and Google AI Overviews, competitive share-of-answer analysis, and a governance framework with executive readout built in.
Who This Is For
Who this engagement is designed for
GEO Architecture is for organisations where the gap between how AI systems currently describe you and how you need to be understood is a strategic liability, not a marketing problem.
Client Perspectives
What clients say
Common Questions
Frequently asked.
The discipline of designing an organisation's entity footprint, structured authority, and citation logic: the architectural layer that determines whether your brand is surfaced, cited, or ignored by AI discovery systems including ChatGPT, Perplexity, Gemini, and Google AI Overviews.
Traditional SEO optimises pages to climb a ranked list of results; once a page ranks, most of the job is done. There is no ranked list in a generative answer: an AI system either cites you or it does not, and that decision is made by structure and authority signals set long before the query arrives. The two disciplines share some techniques, but not the underlying model of how visibility is won.
CMOs and CDOs at mid-to-large enterprises whose competitors are already surfacing in AI answers, heads of digital at institutions where search visibility is mission-critical, boards commissioning AI-readiness assessments, and enterprises whose current agency is executing SEO against a model that no longer governs discovery.
Every recommendation is tied to your entity footprint, structured authority, and citation logic: the architecture that determines whether your brand is surfaced, cited, or ignored by AI discovery systems. That's the governance standard behind every engagement here, not proprietary tactics you have to take on faith.