(Detroit, MI) February 4, 2026 – Detroit-based strategist and Visibility Engineer Sorilbran Stone today announced the release of UnInvisible: An AI Visibility Playbook – Building Your Minimum Viable Knowledge Graph, a practical guide for founders, consultants, and small teams navigating discoverability in AI-powered search and recommendation systems.

UnInvisible addresses a growing problem facing modern businesses: despite strong credentials, quality work, and consistent content, many remain invisible – or inaccurately represented – when people ask AI systems like ChatGPT and Perplexity for recommendations.

Rather than focusing on tactics, prompts, or platform-specific hacks, UnInvisible introduces the concept of the Minimum Viable Knowledge Graph (MVKG) – the smallest coherent set of structured information required for machines to correctly understand who a business is, what it does, who it serves, and why it should be trusted.

“Visibility is economic capacity. Without visibility, strong ideas led by innovative founders stay ideas that never reach the point where they serve humanity,” said Stone. “So, we have to think beyond rank and reach, yes. But we also have to resource more businesses with the information they need to be visible, and thus competitive in their respective markets.”

Drawing on years of experience building inbound and revenue systems inside a high-growth marketing organization, Stone outlines a framework organized around six core components: entity identity, specialization, audience and context, proof, expertise, and the explicit connections between them. Together, these elements form a durable foundation for AI-mediated discovery – one that survives algorithm changes and platform shifts.

UnInvisible is written for under-resourced founders and operators who need clarity and leverage, not more content or complexity. It emphasizes documentation, provenance, and interpretability over volume, offering a repeatable way to make expertise legible to machines without sacrificing nuance.

The book is available now via Gumroad.

About the Author
Sorilbran Stone is a Detroit-based strategist and Visibility Engineer who helps founder-led businesses become understandable and recommendable in AI-powered search and discovery systems. She is the founder of Five-Talent Strategy House and the creator of the Minimum Viable Knowledge Graph framework. Her work translates machine logic into practical business clarity.

Availability
UnInvisible: An AI Visibility Playbook — Building Your Minimum Viable Knowledge Graph
Published February 3, 2026
Available on Gumroad