In short
- No one can guarantee fixed answers inside ChatGPT, Google or Claude.
- Case study numbers are real past results. Yours will depend on your situation.
- Third-party brands belong to their owners.
AI answers are probabilistic
Search engines and AI platforms (ChatGPT, Google AI Overviews and AI Mode, Gemini, Claude, Perplexity, Copilot and regional engines) use probabilistic, constantly updated retrieval systems. Our 12 Technical Layers and strategy frameworks maximise your chance of being crawled, cited and recommended, but no independent consultancy can guarantee a permanent, fixed placement in third-party AI answers.
Case studies and results
Results shown on this site, such as 220%+ organic growth, the 22+ campaigns Brian Ho led as Head of GEO at MediaOne Singapore, and the 3.26M citation dataset from the Shenzhen SEO Conference 2026 briefing, are documented past results. Your outcome depends on your starting point, competition, execution speed and budget.
Third-party trademarks
ChatGPT, OpenAI, Google, Gemini, Claude, Anthropic, Perplexity, Microsoft Copilot, TikTok and client logos shown on this site belong to their owners. They are used only to identify past work and for educational analysis.