Cyber GEO / Cyber Answer Intelligence
Module 01 / Detect
Cyber Answer Intelligence:
GEO analytics built on real user journeys.
Every GEO tool tells you what AI says. Ours starts from what your buyers actually asked: real multi-step journeys, not sampled prompts.
Competitors ask AI models questions and record the answers. We watch how real buyers actually converse: every follow-up, every comparison, every moment a decision gets made.
What we track
Answer share, citations, competitors, topics, personas.
How often you appear
How often your brand appears as the recommended answer versus named competitors, tracked continuously across engines.
Which sources models trust
Which source domains and content types AI systems cite when they answer questions in your category.
Where the openings are
Ranked comparisons showing where competitors win a topic cluster and where you have an opening.
What your buyers ask
The questions your actual buyer personas ask, mapped to the topics that drive answer share and citation.
01 — Where you stand, this week.
Where you stand, this week.
Visibility, share of voice, average position in the answer and a sentiment score, for your brand and every competitor AI names alongside you. Position matters as much as presence: being mentioned sixth in a list of ten is not the same as being the recommendation.
02 — How it moved, and what moved it.
How it moved, and what moved it.
The same metrics tracked continuously, every brand in the category on one axis. Movement is the signal. A rise that follows a publishing cycle is attributable; a fall that follows a competitor's campaign tells you where to answer.
The data moat
Prompt sampling versus real journeys.
Prompt sampling
A single isolated prompt sent to a model, and a single answer recorded. No follow-up, no context, no decision.
Real journeys
A multi-step conversational journey with branching follow-ups, comparisons, and the moment a real buyer reaches a decision, across ChatGPT, Claude, Gemini, Perplexity, Grok and AI Overviews.
How it fits the cycle
The starting point of every cycle.
Cyber Answer Intelligence is the Detect stage, running continuously. Its findings feed the GEO Readiness Audit's assessment and set the priorities for every asset produced in Content Engineering.
03 Content Engineering
Gaps become briefs, briefs become published assets. Human-reviewed, always.
04 Audience-Aware CMS
One set of facts, rendered for machines and for every audience segment.
05 Authored Journals and Network Distribution
Disclosed expert publications and a five-tier publisher network.
06 Comment Engagement Desk
Your brand in the news conversation, disclosed and human-approved.
Get started
See what AI says
about you today.
A live walkthrough of answer share, citations and competitor position in your category.