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 to Get Cited in AI Overviews: A Step-by-Step Guide (2026)
To get cited in Google AI Overviews, structure your content so the AIO extractor can pull a clean, attributable answer in the first 200-300 words, mark…
Professional SEO Services in Singapore: What Actually Makes a Service Professional
The phrase “professional SEO services” gets used loosely in the Singapore market. Almost every agency description claims it. The useful question is what “professional” actually means…
How to Evaluate SEO Agency Results: A Buyer-Side Framework
Evaluating an SEO agency’s results means measuring whether the work they have done over a defined period has produced outcomes that justify the spend. The honest…
SEO KPIs in 2026: A Working Taxonomy of Leading, Lagging, and Citation Metrics
An SEO KPI is a measurable indicator of organic-search programme performance, chosen to track either an upstream cause (a leading indicator of future outcomes) or a…
What Is AI SEO? A 2026 Definition of the New Discipline
AI SEO is the umbrella term for the work of making web content visible across AI-powered search and answer surfaces — Google AI Overviews, ChatGPT, Claude,…
AEO for Ecommerce: How AI Assistants Recommend Products and What to Do About It
Answer Engine Optimization (AEO) for ecommerce is the practice of structuring product, category, comparison, and review content so that ChatGPT, Claude, Gemini, Perplexity, and Bing Copilot…
AEO for B2B SaaS: How AI Assistants Reshape the Software Buyer Journey
Answer Engine Optimization (AEO) for B2B SaaS is the practice of structuring product, comparison, integration, and use-case content so that ChatGPT, Claude, Gemini, Perplexity, and Bing…
SEO Taking Too Long to Show Results: Real Timelines by Query Type
The complaint is common and the cause is rarely a single thing. “SEO is taking too long” can mean the timeline expectation was set wrong at…
Losing Rankings to ChatGPT: Diagnose the Cause and Recover
Marketers across industries are watching Google rankings hold steady while clicks and conversions slide. The pattern looks similar each time. Impressions stay flat. Average position barely…
How to Rank in Perplexity: Climbing the Source List
Perplexity is the rare AI search platform where “ranking” still has literal meaning. Unlike ChatGPT — which returns a generated answer with no visible position —…
Helpful Content Update Recovery: A Practical Audit and Rebuild Framework
Helpful content update recovery is the work of identifying which content patterns Google now treats as unhelpful, deciding what to rewrite versus delete versus consolidate, and…
Google Search Traffic Declining in 2026: A Macro View of What’s Actually Happening
Google search traffic is down across most measurable categories in 2026. The decline is real, uneven, and driven by four interacting forces — not one. Some…