Insights

AI SEO and search insights for Malaysian businesses

Search split into two games. Google still sends the clicks, and AI answer engines increasingly decide who gets considered before a click ever happens. These are working notes on both, written from client work rather than from other people's blog posts.

A Reddit thread sitting in Google results, with accurate pages ranked above it

Latest

How to Remove or Push Down a Negative Reddit Thread in Malaysia

Reddit removes a thread only when it breaks a rule or the law. Honest criticism usually stays up. Google can drop a result after the source is gone, or when personal information qualifies, but a live thread has to be pushed down with stronger, accurate pages. The timeframes below are typical, not guarantees.

5 min read

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AI Search & GEO

How ChatGPT, Gemini and Google AI pick sources, and how to become one.

SEO Fundamentals

The mechanics behind rankings, minus the recycled advice.

Reputation

Controlling what search and AI say about your brand.

Measurement

Working out whether any of it is actually paying.

How to Track AI Search Visibility Without Fake Metrics

All articles

Two paths for a negative Google result, one removed and one pushed below accurate pages

Reputation

Removal vs Suppression: Your Options for Negative Google Results in Malaysia

Removal takes a Google result down when a policy or the law applies. Suppression ranks accurate pages above what stays. Typical ti

5 min

Diagram of a retrieval graph showing one highly cited source node connected to lower-weighted candidate pages

AI Search & GEO

How Does ChatGPT Decide Which Sources to Cite?

ChatGPT does not rank pages the way Google does. It retrieves, then cites. Here is what the research shows about which sources get

6 min

Comparison graphic contrasting generative engine optimisation and traditional search engine optimisation approaches

AI Search & GEO

GEO vs SEO: What Is Actually Different, and What Isn't

Generative engine optimisation is not a replacement for SEO. It is SEO under a stricter trust filter. What changes, and where the

5 min

Illustration of a Google AI Overview summarising several ranked source pages into a single answer panel

AI Search & GEO

How to Appear in Google AI Overviews

AI Overviews sit above the results you track and absorb the clicks. How Google picks the sources it summarises, and how to make yo

5 min

Illustration of a plain-text llms.txt file acting as a structured summary of a website for AI systems

AI Search & GEO

What Is an llms.txt File, and Does It Do Anything?

An llms.txt file is a plain-text map of your site written for AI systems. What goes in it, how it differs from robots.txt, and whe

4 min

Technical illustration of JSON-LD structured data connecting organisation, person and article entities on a website

AI Search & GEO

Schema Markup for AI Search: What Actually Matters

Five schema types earn their place for AI search. Why linking them with @id matters more than the markup itself, and which types a

5 min

Comparison chart of AI search engines ranked by audience reach and referral traffic value for businesses

AI Search & GEO

Which AI Search Engines Actually Send Business Traffic?

Not every AI answer engine deserves your effort. ChatGPT, AI Overviews, Perplexity, Gemini, Copilot and Claude compared on reach a

4 min

Bar chart illustrating gradual SEO progress building over a twelve month engagement timeline

SEO Fundamentals

How Long Does SEO Take to Work?

Four to six months before meaningful movement, twelve before compounding. What happens in each phase, and how to tell early whethe

5 min

Diagnostic chart showing common reasons a website fails to rank in Google search results

SEO Fundamentals

Why Is My Website Not Ranking on Google?

Work through the causes in the order they break: indexation, intent mismatch, cannibalisation, thin authority. A diagnostic sequen

5 min

Reputation

How to Deal With Negative Google Autocomplete Suggestions

When Google suggests your brand name followed by scam, it damages you before anyone clicks. How autocomplete works, and what reali

5 min

Measurement

How to Track AI Search Visibility Without Fake Metrics

Rank tracking does not work in AI answers. Here is a measurement model built on citation share, consistency and trusted-domain ove

4 min

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