Cyber GEO
Cyber GEO / AEO
Cyber GEO:
managed GEO/AEO operations.
Generative Engine Optimization and Answer Engine Optimization are usually sold as analytics. We sell them as construction: fully managed GEO/AEO operations that build the fact, source, rendering and signal layers AI draws from.
AI systems are describing your brand to your buyers right now, assembled from sources you never audited. We run continuous operations to make sure that description is accurate, complete, and yours.
Cyber GEO is data enrichment for AI citations.
It begins with analysis: what AI systems say about an organization today, which questions they are answering, and which sources they cite when they answer. That analysis produces a seed set of content, written to supply the facts those answers are missing or getting wrong.
The seed set is then distributed, not only on the organization's own site but across the platforms and publications AI answers already cite. Placement is the point. Content that sits where models do not look changes nothing.
Models then take the material up two ways. Retrieval pulls it in at answer time. Training absorbs it into the model itself. That is why the work compounds rather than decays: every published asset stays in the supply a model draws from, and keeps shaping answers long after it went out.
The operating model
Operations, not software.
Security teams do not hand you a vulnerability scanner and wish you luck. They run operations. Neither do we. Detect, assess, engineer, validate, on a standing cadence, with our people doing the work.
Detect / Assess / Engineer / Validate
The cycle.
One continuous loop, run at different cadences depending on the stage.
Detect
ContinuousContinuous cross-engine tracking of what AI says about you, grounded in how real buyers actually converse.
Assess
Monthly and on changeWhere you are absent, where you are misframed, and which questions competitors are winning.
Engineer
Weekly productionWe create and publish the content, entities and structured data that correct the record, across owned, authored and earned surfaces.
Validate
Monthly reportingAnswer Share, Share of Voice, position in response and cited sources, feeding the next cycle.
01 Cyber Answer Intelligence
Stage: Detect. What AI says about you across every major engine, grounded in real user journeys.
02 GEO Readiness Audit
Stage: Assess. Every page on your site scored 0-100 for how well AI can read it.
Managed, not licensed
Why it is a team, not a login.
Our platform runs the detection. Our GEO specialists and AI content editors run the work. Every AI-generated asset is reviewed and refined by a human editor before it reaches an audience. You get a team, not a login.
The operating model is constant. The configuration never is.
Which modules run, at what cadence, under which review gates and disclosure regime, is configured per client before the first asset is produced: by business domain, jurisdiction, and regulatory exposure. A fintech operates under claim-substantiation review. A hydrogen company under environmental-claim substantiation. A political organization under mandatory disclosure and election-period rules.
System architecture
Detection layer, Hordus operations, published surfaces.
What we read
ChatGPT, Claude, Gemini, Perplexity, Grok and AI Overviews, plus the real user-journey panel.
What we run
The four cycle stages, with the six modules attached at the stage each belongs to.
Where it lands
Owned site, authored journals, video, audio, network tiers, comment layer.
Closing the loop
Validation feeds back into detection.
Every asset we publish is measured for its effect on answer share and cited sources, and that measurement sets the next cycle's priorities. Nothing is produced that is not measured, and nothing is measured that does not change what happens next.
Questions
Frequently asked.
Is Cyber GEO software we operate ourselves?
How is this different from a GEO/AEO monitoring tool?
Why does the configuration differ by client?
Do all six modules run for every client?
Get started
Ready to run Cyber GEO
for your brand?
Talk to us about the configuration your business, jurisdiction and regulatory exposure require.