AI Visibility Intelligence
See how AI sees your brand – and your rivals
I am providing the AI Visibility advisory methodology, supported by proprietary diagnostic instruments and validated through ongoing international research.
I am stepping in where precision, intelligence, exclusivity, and data residency matter.
Knowledge Exposure Audit
The Knowledge Exposure Audit asks: if an AI agent or researcher legitimately crawled everything publicly accessible on this domain today, what confidential, proprietary, or strategically sensitive knowledge could it assemble?
AI Assessment Center
Evaluate your organization’s enterprise AI capabilities, search visibility, and structural readiness using interactive diagnostics. Our AI Assessment Center provides instant, self-service evaluations to help enterprise leaders benchmark maturity, and mitigate risk.
AI Visibility Inspector
An intelligence field scout that, with surgical precision, audits any page in real time across 100+ signals and returns an actionable AI Retrieval Index score.
NovaX AI Intelligence Operating System
Site-wide AI visibility intelligence. Monitor every page, track competitors, and build structural foundations that AI retrieval systems reward.
How It Works?
Three systems. One intelligence layer.
Advisory – Work directly with the expert.
Get expert strategic guidance for complex questions around AI visibility, knowledge architecture, retrieval systems, governance, and AI sovereignty for your organization. Advisory work turns frameworks, blueprints, researches and diagnostics into decisions, priorities, and action.
AI Assessment Center – Assess your organization yourself.
Use purpose-built assessments to evaluate AI readiness, visibility, sovereignty, knowledge exposure, and organizational capability. Each assessment provides a structured framework for identifying gaps and understanding where attention is needed.
Research – Explore the intelligence behind the Frameworks
Independent research examining how organizations, industries, institutions, and information environments are becoming visible – or invisible – to intelligent systems. Research provides the evidence, patterns, and models behind the work.
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Ready to understand what AI sees – and what to do about it?
AI systems are already interpreting your organization. I help you understand what they can retrieve, how they represent you, what knowledge you expose, and where strategic intervention matters most.
Recent Articles
3 Things I Learned at AIFOD Geneva 2026
I went to Geneva expecting policy talk. I came back with something closer to a mirror. Three days in the Assembly Hall at the UN Office at Geneva organized by AIFOD, and the same handful of phrases kept surfacing, session after session, delegation after delegation. Not from one speaker only, but from the room itself too. And the strange part is how directly they mapped onto conversations I have with enterprise clients every week, just with the word “nation” swapped…
Best AI Visibility Tools: What They Do and Who They’re For
I got asked this question three times last week. Same phrasing almost every time: “What tool should we use to see if ChatGPT even knows we exist?” And every time, my answer started the same way. It depends on whether you want a diagnosis or a Sunday afternoon distraction. That’s not a knock on the free tools. I use them too, on client kickoffs, to get a rough read before I open the hood. But there’s a real gap between…
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AI Visibility Is a Sovereignty Issue: What I Told the UN in Geneva
I am writing this from Geneva, still slightly wired from three days at the Palais des Nations. So let me start with the thank you, because it is owed and I mean it. Thank you to AIFOD, the AI for Developing Countries Forum, and to the Government of Antigua and Barbuda, for putting together the Geneva Summit 2026 and for trusting me with a seat on stage. This was not a marketing conference. It was 500+ delegates from more than…
AI Search and Sales Enablement: What Sales Inherits Before the First Call
Your reps are still opening calls with discovery questions. Meanwhile the buyer on the other end already asked ChatGPT to compare you against two competitors, checked your pricing tier, and formed an opinion about whether you’re even worth the meeting. That mismatch, the one between what your sales team assumes it’s walking into and what actually happened before the call, is quietly costing enterprise sales teams more pipeline than any CRM dashboard will show you. Key Takeaways What “AI-Inherited Sales”…
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Which AI Visibility Tool Is Best for SME?
Key Takeaways The Question You’re Actually Asking You’ve got a marketing budget that fits into a single spreadsheet cell, and somebody on your team just asked why a competitor half your size keeps getting recommended by ChatGPT while you don’t show up at all. That’s the real question behind “which AI visibility tool is best for SME.” Not which platform has the most features. Which one actually tells you what to do about it, not just what already happened. An…
