Insights & Essays

cover for The Proof Reckoning How the Validation era Will Reshape AI Visibility by Sorilbran

AI Visibility Marketing Systems Search Visibility

How the Validation Era Will Reshape AI Visibility

cover for press release Sorilbran's Teaching an AI Workshop at the 126th National Business League Conference -Aug 19 - 22 2026 Atlanta Hilton

News

Sorilbran Stone Joins the 126th National Business League Conference to Teach AI Visibility as Economic Infrastructure

cover for Why Cities Need Civic Visibility Infrastructure an essay by Sorilbran

Essays

The Case for Civic Visibility Infrastructure

cover for "Can AEO Help Trigger Music Discovery for New Artists - by Sorilbran

Thinking Day

Can AEO Help Trigger Music Discovery for New Artists?

thumbnail for cover Fox x Roku - why it's bugging me an essay by Sorilbran

Essays

Why Fox Buying Roku Is Much Bigger Than Streaming

cover for Origin Story - Blue Puddles 2 - 24 Sales Calls an essay by Sorilbran

Origin Stories

Blue Puddles Origin Story Pt 2: Mining First-Party Data

cover for AI Visibility Is About Learning How to Build Trust Environments Across AEO SEO and Paid by Sorilbran (1)

AI Foundations

AI Visibility = Alignment Across SEO, AEO, GEO, and Paid

Post thumbnail for Thinking Day Aprtil 26 2026 with Sorilbran Stone - A Writing Session With Claude Reveals a New AEO Mental Model - LER Framework

Origin Stories Thinking Day

Writing With Claude When LEE Surfaces as a Mental Model

AI Foundations by Sorilbran Stone - The 3 Tiers of AI Visibility article thumbnail - The LEE Model of AI visibility

AI Foundations

AI REcommendations: Legibility, Eligibility, and Extractability

cover for 3 LLM Behaviors to Optimize Your AEO Strategy For by Sorilbran

AI Foundations

The 3 AI Behaviors That Make AEO Strategy Harder

thumbnail for Article by by Sorilbran Stone - What to Do When the Fetch Tool Fails

AI Foundations

Fetch Tool Failed? Here’s What It Actually Means