01
Prompt Map
We map informational, commercial, comparative and decision-stage questions your market asks AI systems.
AI VISIBILITY · GEO · AEO
When a buyer asks AI who to choose, your brand should be part of the answer.
We measure and build presence in generative answers through prompt intelligence, sources, entity clarity, citable content and verifiable reputation.
FROM RANKING TO ANSWER
Competition is no longer only about who ranks first. It is about who helps construct the answer.
AI visibility requires understanding which prompts matter, which sources are retrieved, how the brand is described and which competitors occupy the information space.
02
Answer Share
We measure whether you appear, how you are described, who appears instead and which sources support the answer.
03
Citation Strategy
We build assets and editorial relationships that improve the likelihood of becoming a credible, retrievable source.
04
Entity Consistency
We reduce ambiguity across the website, profiles, directories, media references, knowledge graphs and third-party sources.
05
Technical Access
We review robots rules, rendering, linkability, semantic HTML, structured data and source accessibility.
06
Source Reputation
We strengthen visibility in credible sources relevant to the industry, geography and buying decision.
We do not optimise for an LLM. We optimise the evidence system that makes the brand a credible answer.
Mention ShareRelative frequency with which the brand appears across monitored prompts.
Citation ShareShare of answers that use or cite sources associated with the brand.
Narrative AccuracyAlignment between the intended positioning and the way AI systems describe the company.
FAQ
GEO without shortcuts
No trick can guarantee a generative answer. The work is about eligibility, sources, entities and evidence.
Can you guarantee first place in ChatGPT?
No. Answers are dynamic and depend on the model, query, context and available sources. A guaranteed position would be an improper promise.
Does GEO replace SEO?
No. The disciplines share much of the same infrastructure. GEO adds prompt monitoring, citation analysis, source strategy and answer-specific measurement.
How do you measure AI visibility?
With a stable set of prompts by intent and market, tracking brand presence, narrative position, citations, competitors and change over time.
Build a system that keeps working when ad spend stops.
We start with demand, current visibility and the bottlenecks limiting organic growth and conversion.