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.
How Does Google AI Overview Select Sources? The Signals That Decide Citation
Google AI Overview selects sources by combining classic relevance retrieval with a second filter that scores each candidate page on whether its content can be cleanly…
How Does AEO Work? The Plain-Language Walkthrough
AEO — answer engine optimization — works by getting your content into the citation slot of an answer engine, so that when someone asks a question…
AEO vs SEO: The Short, Definition-First Comparison
AEO vs SEO is the comparison most teams reach for when they are trying to figure out whether the AI-search shift requires them to learn something…
International SEO: Methodology for Multi-Country and Multi-Language Sites
International SEO is the practice of structuring a website so that search engines can serve the right version of its content to the right user, by…
What Is LLM SEO? Optimising for ChatGPT, Claude, Gemini, and Perplexity
LLM SEO is the practice of optimising content and the signals around it so that large language model platforms – ChatGPT, Claude, Gemini, Perplexity, and the…
What Is Entity-Based SEO? The Move From Keywords to Entities
Entity-based SEO is the discipline of optimising content around the things a piece of content is about – the people, places, organisations, products, concepts, and events…
What Is Answer Engine Optimization, Explained: A Step-by-Step Walkthrough
Answer Engine Optimization, often shortened to AEO, is the practice of structuring content and the signals around it so that AI-powered answer engines – ChatGPT, Claude,…
Schema Markup for AEO: The Structured-Data Layer for Answer-Engine Citation
Schema markup is the structured-data layer that tells search engines what a page is, who produced it, and what it contains, in a form the engine…
How to Structure Content for AI Citations: The Patterns AI Engines Pull From
AI engines do not cite the most beautifully written page; they cite the most extractable one. The structural patterns that make content extractable — direct-answer leads,…
How Does Gemini Select Citations? Source-Selection Mechanics Across Gemini’s Multiple Surfaces
Gemini’s citation behaviour is more multi-surface than ChatGPT’s or Claude’s, and that surface variation matters for understanding which mechanics apply where. The same Gemini-family model powers…
Semrush vs Ahrefs: An Honest Comparison for SEO Practitioners in 2026
Semrush vs Ahrefs is the perennial question for SEO practitioners and marketing teams choosing where to put their tooling budget. Both have been the dominant pair…
SEO for WooCommerce Singapore: Plugin-Specific Optimisation, Product Schema, and Checkout-Flow SEO
WooCommerce is the e-commerce plugin that powers a significant portion of SG online stores – the WordPress-based stores running serious commerce, the boutique brands that started…