Practical writing on AI search, entity SEO, and what's actually working.
No theory. Just the frameworks, experiments, and patterns we see in client work week after week.
AI SEO for Healthcare in Singapore: HSA and MOH Considerations, Accuracy Requirements, and How AI Assistants Cite Health Content
AI SEO for healthcare in Singapore is the work of building organic visibility across both classical search (Google, Bing) and AI assistants (ChatGPT, Claude, Gemini, Perplexity,…
AI SEO for Fintech in Singapore: MAS Considerations, Accuracy Requirements, and How AI Assistants Cite Financial Content
AI SEO for fintech in Singapore is the work of building organic visibility across both classical search (Google, Bing) and AI assistants (ChatGPT, Claude, Gemini, Perplexity,…
AI SEO for F&B in Singapore: Local Search, GBP Prominence, and How AI Assistants Surface Restaurant Recommendations
AI SEO for F&B in Singapore is the work of building organic visibility across both classical search (Google, Bing, Google Maps) and AI assistants (ChatGPT, Claude,…
AI SEO for E-commerce in Singapore: Multi-LLM Citation, Marketplace Dynamics, and Buyer Research Patterns
AI SEO for ecommerce in Singapore is the work of building organic visibility across both classical search (Google, Bing) and AI assistants (ChatGPT, Claude, Gemini, Perplexity,…
AEO for Shopify: How AI Assistants Cite Shopify Stores in Product Research and Brand-Comparison Queries
Answer Engine Optimization (AEO) for Shopify is the practice of structuring product, collection, brand, and educational content on a Shopify store so that ChatGPT, Claude, Gemini,…
Why Isn’t My Brand Showing in ChatGPT? A Diagnostic for Unmentioned Brands
If ChatGPT does not surface your brand when users ask about your category, the cause is almost always entity-recognition failure — your brand is not a…
My Competitors Are in AI Overview But I’m Not: A Diagnostic
The pattern is uncomfortably common in 2026. You search a query important to your business and the AI Overview cites three competitors above the organic listings.…
Losing Organic Traffic to AI Overview: A Diagnostic Framework for 2026
If your organic traffic is down and AI Overviews look like the cause, the first move is not panic — it’s diagnosis. AI Overview impact varies…
How to Get Cited in Perplexity: A Source-Selection Playbook
To get cited in Perplexity, your content has to be discoverable in real time, factually structured, and judged trustworthy on the live web at the moment…
How to Get Cited in Claude: Anthropic’s Sourcing Pattern Explained (2026)
To get cited in Claude, you need to be present in two distinct layers: the training corpus Anthropic used to build the underlying Claude models (which…
Perplexity SEO: How to Optimise for Citations in Perplexity AI
Perplexity SEO is the practice of optimising web content so it gets cited inside Perplexity AI’s generated answers. Perplexity treats search differently from both Google AI…
SEO Freelancer Singapore: When to Hire One Instead of an Agency (2026)
A Singapore SEO freelancer is typically an experienced SEO practitioner — usually ex-agency or in-house, with 5-15 years of work — operating independently with a small…