Articles Global Strategy

Lessons from 22+ Singapore GEO Projects & 6 Global Markets: SG, KR, JP, CN, US & UK

Every market relies on a different mix of AI engines and grounding authorities, from Microsoft Copilot in Japan and Singapore to DeepSeek/Doubao/Kimi in China and AI Overview in the US.

Brian Ho · Founder & CEO, Brian Ho Marketing · 9 min read

Global Generative Engine Optimization is far more than translating web pages. Having led 22 GEO projects in Singapore (for brands including Dior Singapore, Canon Asia, FXTrading.com, Brandpie, and HL Assurance) and campaigns across 6 international markets, we see distinct regional dynamics:

1. Regional AI Search Landscapes

  • United States & United Kingdom: Google AI Overview, Google AI Mode, ChatGPT, and Perplexity dominate pre-purchase discovery.
  • Singapore & Japan: High enterprise adoption of Microsoft Copilot makes Bing indexation and IndexNow protocols critical.
  • Mainland China, Hong Kong & Taiwan: Powered by Baidu, Doubao, Kimi, Wenxin, WeChat, and Xiaohongshu (covered in depth in Module 12 of the Master GEO VIP track).
  • South Korea: Requires tight bilingual Entity alignment across global LLMs and local authority platforms.

2. Local Entity Corroboration

Generative engines only cite your brand confidently in a target country when your on-site Structured Data (Layer 10) is corroborated by trusted regional publications, directories, and industry bodies.

Technical GEO · 10 min read

The 12-Layer Technical GEO Stack & 7-Step AI Search Funnel from Discover to Mention: Why You Must Audit Bottom-Up

Many teams rush to publish llms.txt or rewrite content while their WAF silently blocks OAI-SearchBot or critical pages rely on client-side JS. Here is why bottom-up engineering is mandatory.

Bot & WAF · 8 min read

AI Training Bots vs. AI Search Bots: Stop Accidentally Erasing Your Brand from ChatGPT

Many webmasters block all AI user-agents to protect training data, inadvertently blocking OAI-SearchBot and ChatGPT-User and wiping out their live search citations.

GEO Methodology · 9 min read

4-Entity Model, EEAT-A & Internal Wikipedia: Turning Your Site into AI’s Primary Grounding Source

On-page GEO differs fundamentally from classic On-page SEO. Instead of keyword density, you must engineer unambiguous entity graphs and an Internal Wikipedia structure.