4 min read
From SEO to GEO: What Actually Changes?
GEO does not erase SEO. It expands the unit of analysis from rankings and pages to questions, evidence, entities, sources, and generated answers.
Topic
GEO & AI search
7 articles about geo & ai search, written by Ken Toh.
4 min read
Why AI Visibility Is an Executive Problem, Not an SEO Problem
AI systems form answers from the organisation's entire public evidence environment. No SEO team can repair that environment alone.
4 min read
The Future SEO Team Will Look Very Different
The future search team will combine technical search, AI systems, automation, knowledge management, content and influence. The capability mix matters more than fashionable job titles.
4 min read
What Building Internal AI Tools Changed About My SEO Team
Small internal tools can create more leverage than another enterprise platform when they remove a specific bottleneck from the team's real workflow.
4 min read
If I Were Starting SEO Again in 2026
I would learn how information systems, businesses and people work before chasing tactics. The skills that compound are judgement, technical literacy, evidence and implementation.
4 min read
The Difference Between Ranking and Being Remembered by AI
Ranking is visibility for a query. Being remembered by AI is shorthand for something broader: a brand is consistently retrievable, correctly understood, and useful to an answer.
4 min read
A Practical Framework for AI Search Visibility
Move beyond mention tracking by examining the questions, evidence, entities, and source pathways behind AI-generated answers.