UnInvisible: An AI Visibility Playbook - Building a Minimum Viable Knowledge Graph
AI-powered search systems don’t discover businesses the way humans do.
They don’t infer. They don’t assume. They don’t “connect the dots” unless you’ve given them something solid to connect.
The Minimum Viable Knowledge Graph (MVKG) is the smallest, most practical structure required for machines to:
- Understand your expertise
- Trust your positioning
- Recommend you in real decision-making moments
This book is not about hacks, prompts, or chasing algorithms. You want to teach machines who you are - clearly and consistently.
What This Book Is
- A practical framework for AI visibility
- A way to audit and organize the knowledge you already have
- A bridge between human expertise and machine logic
- A minimum viable approach with no overbuilding, jardon, or fluff
What This Book Is Not
- An SEO checklist
- A prompt library
- A technical manual
- A trend-chasing AI guide
What You’ll Learn
- Why most content fails to show up in AI-powered discovery
- How machines interpret identity, expertise, and relevance
- The core components of a Minimum Viable Knowledge Graph
- How to spot gaps between what you know and what machines can see
- How to make your work understandable without over-explaining yourself
Who This Is For
- Founders and consultants
- Operators and strategists
- Experts whose work is nuanced, cross-functional, or hard to categorize
- Anyone tired of being “invisible” despite having real experience
If you’ve ever thought: “I know I’m good at what I do — why can’t machines see that?”
This book is for you.
AI-powered search and discovery systems don’t infer expertise the way humans do. They rely on structure — not buzzwords, not volume, not vibes — to determine who you are, what you’re actually known for, and when to recommend you. UnInvisible introduces the Minimum Viable Knowledge Graph: the smallest complete structure required to remove ambiguity and make your expertise legible to machines — without overbuilding, overexplaining, or turning your work into technical jargon. This book shows you how to: Identify where your expertise becomes unclear to AI systems Understand what machines can and cannot interpret Create clarity without flattening nuance Build visibility that’s grounded in meaning, not manipulation You don’t need to speak “structured content” to use this framework. You just need to be willing to make your expertise explicit instead of implied.