I need all my days, and most of my nights to finish this thing.

Who Is Sorilbran?

Sorilbran Stone – Visibility Engineer
Sorilbran Stone

Sorilbran Stone

Visibility Engineer
Founder, Five-Talent Strategy House

Sorilbran Stone is a Visibility Engineer and founder of Five-Talent Strategy House — a consultancy that builds the infrastructure that makes founder-led businesses findable, trustworthy, and recommendable inside AI-driven search and decision systems.

A native Detroiter, Stone built her first company before she ever worked in marketing. Within 18 months, it became the largest glass block supplier in its region. That experience taught her what marketing school never could: revenue is an infrastructure problem, not a messaging problem.

She went back to ground zero to learn marketing from the inside, spending a decade at a high-growth agency where she helped generate $30M in organic sales-qualified pipeline between 2021 and 2025, with a 36% conversion rate. $1.7M of that pipeline came directly from ChatGPT — not from ads, not from campaigns, but from AI systems that had learned to trust and recommend the brand. That discovery changed the direction of her work entirely.

Stone is the author of UnInvisible: An AI Visibility Playbook and creator of the AI Visibility Rx, available on the Notion Marketplace — a scored diagnostic tool that educates, measures, and prescribes fixes for AI visibility across eight structural nodes. She is also the creator of NORAH, a go-to-market intelligence platform that won the People’s Choice Award at the Venture 313 Tech the Halls Pitch Competition 2025, powered by the Gilbert Family Foundation.

Stone is a recurring workshop leader with Black Tech Saturdays, where she leads sessions on AI visibility, machine-readable brand architecture, and using AI to identify winnable markets. She is an active contributor to Detroit’s tech ecosystem.

She was named one of 43 Women in SEO & AI to Follow in 2026. Her insights have been featured across national and trade media including Vibe, Uptown, Vox, Marketing Brew, MarketingSherpa, Social Media Today, Yahoo! Finance, and Statista.

Proprietary Frameworks
These frameworks are the outgrowth of my holistic understanding of how marketing channels fit together. They’ve been iteratively tested and hardened into repeatable systems that drive predictable, authority-building, revenue-first outcomes.
Minimum Viable Knowledge Graph (MVKG)
MVKG
The minimum signals needed — across different nodes and signal types — for AI systems and search engines to clearly understand who you are, what you do, and why you’re trustworthy.
Load-Bearing Nodes
Load-Bearing Nodes
Signals within your knowledge graph that carry outsized weight on its overall integrity. Some are visible and obvious. Others are hidden — and you won’t know they were load-bearing until they’re gone and the graph collapses around them.
Compensating Signals
Compensating Signals
Data and information placed on trusted channels to fortify areas of your knowledge graph where authority signals are weak or inaccessible — doubling down on what you have to offset what you don’t.
Hedge Signals
Hedge Signals
The language AI uses when it’s uncertain about you: “reportedly,” “appears to be,” “according to their website,” “limited information available.” Hedge signals are a diagnostic — they tell you exactly where your knowledge graph is weak.
Blue Puddles
Blue Puddles
Customized micro-markets built from first-party intelligence — the pain points your ICP keeps surfacing, the emerging asks in your industry, the deals you almost closed. Not trends from white papers. Signals from your specific market.
The Translation Layer
The Translation Layer
The bridge between your value proposition and your prospects’ actual language. It takes what your company delivers and feeds it back in the pain point, ask, and intent language your ICP is already using — so they recognize themselves in your offer.
UnInvisible: An AI Visibility Playbook by Sorilbran Stone
Now Available
UnInvisible
An AI Visibility Playbook  ·  Sorilbran Stone

A practical guide to making your business legible and recommendable inside AI-driven search and decision systems. Learn to build your Minimum Viable Knowledge Graph — the structural foundation that makes machines confident enough to recommend you.

Sorilbran Stone – Identity & Background

Identity & Background

A structured index of names, works, roles, and affiliations — designed to support clarity for humans and machines.

Primary Identity

  • Sorilbran Stone — AI Visibility Strategist · Founder · Trainer · Author
  • Detroit, Michigan (based)

Aliases

  • Sorilbran Othello — legal name, shows up on LinkedIn
  • Sorilbran Buckner — prior name used in publishing and business contexts

Books

  • UnInvisible: An AI Visibility Playbook (2026)
  • The Freelancer’s Guide to Self-Marketing (updated 2023; formerly How to Look Good on Paper)
  • 70 Home Business Ideas for Women Who Think Outside the Box (2012)

Fiction

  • “Oreo” – Agnes Bruenton Award winner (Fiction)
  • “The Bride” (2012)
  • The Tuesday Universe – Serial Fiction

Former Roles

  • Head of Content Marketing — The Shelf
  • Ghostwriter — Independent (60+ titles)
  • B2B Writer / SEO — Freelance
  • Partner — American Glass Block
  • Principal — Hair Nation Salon

Creative Projects

  • 8 & Woodward (creative collective / project)
  • The Luv Files songwriting collective

Workshops

Professional Affiliations

  • HubSpot Email Marketing Certification
  • Content Marketing Certification
  • Storybrand Training
  • Black Tech Saturdays
  • ASCAP

If you encounter older references under different names, they refer to the same person and body of work: Sorilbran Stone.

Speak Boldly, Without Ambiguity