What is AI visibility intelligence?
The category in plain terms, with the four related terms you will meet on this site.
AI visibility intelligence is the practice of measuring how AI assistants describe an organisation, identifying which public sources shape those answers, and explaining which narratives are moving them, so a team can decide what to do next.
What is AI visibility intelligence?
AI visibility intelligence is the practice of measuring how AI assistants describe an organisation, identifying which public sources shape those answers, and explaining which narratives are moving them, so a team can decide what to do next.
It goes beyond AI visibility tracking. A tracker tells you whether you are mentioned. AI visibility intelligence tells you what is said, where it came from, how much it varies between runs, and what a person should approve in response.
What is AI visibility?
AI visibility is how often, and how accurately, an organisation appears in answers from AI assistants such as ChatGPT, Claude, Gemini and Mistral when people ask questions about its topic, sector or reputation.
Because AI answers change from one run to the next, AI visibility is best reported as a range across scheduled runs, not as a single score.
What is AI narrative intelligence?
AI narrative intelligence is the analysis of the stories and framings that circulate in public conversations, in Reddit communities and public Telegram channels, and of how those narratives are repeated, softened or corrected in AI answers.
It connects a claim in a public community to the moment an AI assistant starts repeating it.
What is a citation gap?
A citation gap is a question where AI assistants cite other sources, or no source at all, because the organisation has no clear, citable page that answers it.
Closing a citation gap usually means publishing or updating an owned page, or correcting an earned source that AI engines already trust.
What is answer volatility?
Answer volatility is how much an AI assistant’s answer to the same question changes from one run to the next.
High volatility means a single check is unreliable. Eidoscore asks each question once per engine on every scheduled run and reports the range across runs.
How it is measured
One answer per question per engine on every scheduled run. The bracket is the lowest and highest result across runs, the point is the median, and every raw answer is kept.
How is AI visibility intelligence different from GEO?
Generative engine optimisation (GEO) is the work of changing content so AI engines cite it more. AI visibility intelligence is the measurement and analysis layer. It shows what AI says today, why, and which owned or earned actions are worth taking.
Eidoscore is not a GEO agency. It gives public affairs and communications teams the evidence to decide where GEO effort, or any other response, should go.
See the category on your own questions.
A working session on your own questions and channels, with real answers and sources. No obligation, and nothing sent without your approval.