UnInvisible: An AI Visibility Playbook
Book · Kindle & Digital Download
UnInvisibleAn AI Visibility Playbook
Build Your Minimum Viable Knowledge Graph
AI systems are deciding who to recommend — and most founders aren’t in the conversation. This book teaches you the structural framework that changes that.
The Problem
AI Systems Are Recommending
Experts Every Day.
Most Founders Aren’t One of Them.
When someone asks ChatGPT, Perplexity, or Google’s AI Overview who to hire, who to follow, or who knows their industry — an answer comes back. That answer is built from signals. Structural signals. Entity signals.
Most founders have never thought about those signals. They’ve produced content, built social media presence, even done SEO. But none of it was structured in a way AI systems can interpret as a coherent entity narrative.
This book gives you the framework to fix that — starting with the foundational architecture AI systems rely on to identify, understand, and recommend your work.
“AI systems aren’t reading your best blog post. They’re reading the shape of your presence — who you are, what you do, who you serve, and whether the signals corroborate each other. If that architecture is missing, you don’t exist.”
What’s Inside
A Framework. A Diagnostic.
A System You Can Actually Build.
UnInvisible isn’t theory. It’s a structured playbook that walks you through diagnosing where your knowledge graph is broken and building the signals that fix it.
How AI Systems Actually See You
Understand how large language models and AI search systems construct entity narratives — and why most digital presences are structurally invisible to them.
The MVKG Framework
The Minimum Viable Knowledge Graph — eight structural nodes that form the foundation AI systems rely on to identify, understand, and recommend any entity.
Your Knowledge Graph Diagnostic
Learn how to evaluate your current AI visibility across all eight nodes — surfacing exactly where the gaps are and which ones to address first.
Compensating Signal Strategies
For founders who don’t have traditional credibility advantages — PR, awards, VC backing — this section shows you how to build authority anyway.
Building Each Node
Practical guidance for strengthening each of the eight MVKG nodes — what signals matter, how to create them, and how they connect to the others.
Structural Legibility Over Content Volume
Why producing more content won’t fix the problem — and what structural coherence actually means for AI visibility in practice.
The MVKG Framework
Eight Nodes.
One Knowledge Graph.
The book walks you through each node in full — what it is, why it matters to AI systems, how to diagnose your current state, and how to build it if it’s missing.
Who This Book Is For
Your Work Is Valuable.
The Machines Just
Can’t See It Yet.
Founders and entrepreneurs who want to be the answer when AI recommends someone in their space
Consultants and independent experts whose authority lives in their work, not their institutional affiliations
Marketers and strategists who need to understand how AI visibility actually works — and how to build it for clients
Creators building a body of work in a specific domain who want AI systems to recognize and surface it
Anyone who’s done SEO, content marketing, or social — and still isn’t showing up in AI answers
Not for Everyone
This book is not for businesses looking for a quick traffic hack or a content calendar template. It’s for founders who understand that the next decade of discovery runs through AI — and want to build the infrastructure now, before their competitors find it.
If you’re willing to do structural work, this book tells you exactly what to build.
Why This Book Is Different
Not a Content Strategy.
An Entity Strategy.
Most marketing books teach you to produce more — more content, more posts, more reach. The theory is that volume builds visibility. For AI systems, this logic breaks down entirely.
AI systems don’t rank content. They construct entity narratives from structural signals — and they do it whether you’ve thought about those signals or not. Most founders have an accidental, incomplete, or contradictory entity narrative stored in AI systems right now.
UnInvisible gives you the framework to audit that narrative, identify where it’s broken, and build the signals that make it coherent, accurate, and recommendable.
Most digital presence is built for humans to read. This book teaches you to build for machines to understand.
— UnInvisible: An AI Visibility PlaybookWhat People Say
The Work Speaks.
“Sorilbran Othello is the master of AI Visibility. I’ve personally seen her work drive millions of dollars in opportunities from blue chip clients searching AI for ‘best [x] to work with’ and landing on her clients by name. No cold outreach. Just AI doing the work.”
“One of the absolute best people I’ve ever had the honour of working with. Sorilbran has a magical way of weaving together seemingly disparate concepts to make sense of what is happening in the SEO/AEO/GEO world — second to none.”
“Sorilbran is super smart and can distill complex concepts into easy-to-understand formats.”
Author, 43 Women in SEO & AI to Follow in 2026
About the Author
Sorilbran Stone
AI Visibility Strategist · Detroit, MI
Built From the Field
Sorilbran Stone is an AI visibility strategist focused on helping founders and independent experts structure their digital presence so AI systems can recognize, understand, and recommend their work.
She spent eight years leading marketing strategy at a 5× Inc. 5000 influencer marketing agency — building a content engine from scratch into $42M in sales-qualified pipeline, including $1.7M directly from ChatGPT referrals. She’s been doing SEO for 15 years and has led content teams for more than a decade.
The MVKG framework in this book grew out of tens of thousands of documented AI interactions — testing, mapping, and reverse-engineering how AI systems construct entity narratives from unintentional data trails. She is the founder of Five-Talent Strategy House and creator of NORAH, a Detroit-first go-to-market intelligence engine.
The UnInvisible MVKG Notion Template is the ready-to-deploy workspace that lets you implement everything in this book — built for founders who want to move from reading to building immediately.
Pricing
One Price.
Two Ways In.
Buy the tool, get the book free. Or start with the book alone and upgrade when you’re ready to build.
The Book
UnInvisible: An AI Visibility Playbook. The framework, the diagnostic, and the strategy — in full. Read it, understand it, then decide if you’re ready to build.
- UnInvisible: An AI Visibility Playbook
- The complete MVKG framework
- All 8 node breakdowns
- Compensating signals strategy
The Complete System
Get the Notion template and the book comes with it — free. The framework and the implementation tool, together, at the price of the tool alone.
- UnInvisible: An AI Visibility Playbook Free
- MVKG Notion Template — full workspace
- AI Visibility Scorecard with live scoring
- Signals Database + Node Builder
- Compensating Signals Strategy section
The Notion Template
You’ve read the framework. Now build it. The complete MVKG system in a ready-to-deploy Notion workspace — scoring dashboard, signal tracker, and all eight nodes guided.
- MVKG Notion Template — full workspace
- AI Visibility Scorecard with live scoring
- Signals Database + Node Builder
- Compensating Signals Strategy section
Start Building Your MVKG Today
Get the book that introduces the framework — then build the infrastructure AI systems need to find you.
Kindle · Instant Download · $14.99