The Firm

We Don't Report the Damage.
We Engineer the Fix.

The firms that dominate AI perception in the next three years will own their category. The ones that don't will lose revenue they can't trace to a cause. Mavorac exists for the former.

01 — The Founder

Sean Nevins

Founder & Managing Director
Education
Wharton School, University of Pennsylvania
Entrepreneurial Mgmt & Finance
Education
Stanford d.school
Published
Harvard Business Review
"Discovery-Driven Planning"

I have spent three decades identifying structural market vulnerabilities before they became existential ones—at a Fortune 300 company, inside VC-backed startups, and as a founder scaling regulated businesses from concept to exit.

My career started at Wharton, where I helped synthesize the operational frameworks for the Harvard Business Review methodology, "Discovery-Driven Planning." I founded The Zermatt Group to operationalize those frameworks, spending nine years directing commercial strategy and capital reallocation for Fortune 1000 clients. That work led to a venture development mandate at Air Products, where I was tasked by the C-suite to build a net-new healthcare division from zero—culminating in a landmark Mayo Clinic partnership and a successful strategic exit.

Throughout that career, I kept seeing the same pattern: enterprises with dominant market positions losing ground to structural forces they couldn't measure. AI synthesis is the latest—and most dangerous—version of that problem. I built Mavorac to be the only firm that engineers the fix rather than reports the damage.

9
Years, Fortune 1000 Advisory
The Zermatt Group
$5.3M
Venture Mandate Secured
Air Products, C-Suite & Board
7x
Revenue Scale
$10M → $70M, Healthcare
1
Client Per Vertical
Competitors Permanently Locked Out

"If you don't control how AI systems describe your brand, your competitors will."

02 — The Methodology

How We Engineer
AI Consensus

Traditional search is dead. Buyers no longer click through links—they interrogate Answer Engines. These LLMs don't rank websites; they synthesize consensus. If your brand is absent from that consensus, or mentioned with negative caveats, you are losing enterprise and consumer sales invisibly. Most agencies respond with passive monitoring or outdated SEO tactics. SEO ranks links. AI Synthesis weights context. These are not the same problem.

  1. 01 — Diagnose

    Causality Isolation

    We run your brand against your top competitors across all major LLMs to calculate your Semantic Dominance Index (SDI)—the definitive metric of your AI Market Share. We identify exactly where consensus fails you and why.

  2. 02 — Engineer

    Knowledge Graph Seeding

    We architect the external data layer that LLMs train on. Through source-level remediation and Knowledge Graph Seeding, we force LLMs to re-weight consensus in your favor—without touching your tech stack.

  3. 03 — Defend

    Continuous Re-Weighting

    LLM training cycles are continuous. We monitor and defend your AI Market Share on an ongoing basis, ensuring each new model update reinforces your position rather than eroding it.

03 — The Operating Model

Structured Like a Board-Level Advisory. Not a Marketing Agency.

Zero-Sum Exclusivity
One Client.
Per Vertical. Forever.
AI perception is zero-sum. Once you secure Mavorac, your competitors are permanently excluded from our client roster. We exist solely to defend and expand your AI Market Share—not theirs.
Zero Integration
No Access to Your
Stack Required.
We engineer the external data layer that LLMs train on. No access to your tech stack, internal systems, or engineering teams is required. You receive the results without the operational drag.
Strict Confidentiality
No Case Studies.
No Exceptions.
We do not publish client names. We do not use your vulnerabilities as marketing collateral. Your engagement—and every structural update we engineer—remains strictly under NDA.
04 — Operating Principles

How We Think.

Math Over Marketing
We do not write PR fluff. We fix perception issues through rigorous data structuring, schema markup, and algorithmic alignment. Every intervention is measurable.
Absolute Discretion
We do not publish client names, nor do we use your crises as marketing collateral. Our work is entirely invisible to your competitors and the public.
Proactive Architecture
LLM training cycles are continuous. We do not wait for a hallucination to destroy pipeline velocity. We architect the data baseline before the next model update.
Causality First
Passive monitoring tells you what happened. We identify why it happened—isolating the exact source-level failures in the data layer driving negative AI consensus—and we fix them.
Secure Your Vertical

Your Competitors Are Reading This Page Too.

The 15-minute SDI demonstration runs your brand against your top competitor in real time. It shows exactly where AI consensus fails you—and what it costs.

> Request SDI Demo
One Engagement Per Vertical NDA-Protected Zero Integration Required
Schedule Briefing