Buyers ask AI first
“Best corporate lawyer in KL”, “which CRM for an SME in Malaysia” — these questions now get answered inside a chat window, often without a single click to a website.
GEO · Generative Engine Optimisation
Generative Engine Optimisation that gets your brand recommended by AI
Why GEO matters for Malaysian businesses now
Page-one rankings don’t guarantee a mention
AI answers draw on sources it trusts and understands. Plenty of brands rank on Google yet never get named by ChatGPT or Perplexity.
Competitors fill the gap
If an assistant can’t confidently describe you, it recommends whoever it can. That’s lost pipeline you never see in Analytics.
Deliverables
What our GEO service includes
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Prompt universe mapping
We map 50–300 real buyer prompts across English, Bahasa Malaysia and Chinese where relevant, grouped by intent and funnel stage.
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AI share-of-voice baseline
We record which brands ChatGPT, Gemini, Perplexity, Copilot and AI Overviews mention today — and which sources they cite.
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Entity & knowledge-graph work
Consistent Organization, Service and Person schema, sameAs profiles, Wikidata where eligible, and unambiguous “who / what / where” copy.
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Citation-ready content
Answer-first pages, comparison tables, statistics with sources and clear definitions — the formats LLMs prefer to quote.
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Off-site authority
Digital PR, Malaysian directories, review platforms, community and listicle placements — the third-party sources AI leans on.
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Monthly citation tracking
A prompt-level report of mentions, citations, sentiment and accuracy, so you can see movement — not just vanity traffic.
Process
How we deliver GEO
Part of the LAUNCH Method — the same steps for every client, reported every month.
- 1
Baseline
Prompt map + AI share-of-voice audit across five assistants.
- 2
Clarify the entity
Fix how machines understand who you are: schema, profiles, consistent facts.
- 3
Publish citable answers
Ship answer-first pages and data assets targeting the gaps.
- 4
Earn mentions
Place the brand in the third-party sources AI already trusts.
- 5
Track & iterate
Re-run the prompt set monthly and double down on what moves.
Outcomes you can expect
- Named more often in AI answers for commercial prompts
- Accurate, on-message descriptions of your brand inside AI assistants
- More branded search and direct enquiries from AI-referred buyers
- A measurable AI share-of-voice trend against named competitors
Best suited for
- B2B & professional services
- Clinics & healthcare
- Education providers
- SaaS & fintech
- Property developers
What is the difference between GEO and SEO?
SEO earns positions in a list of search results. GEO earns mentions and citations inside AI-generated answers. They share foundations — crawlability, authority, helpful content — but GEO adds entity clarity, citation-friendly formatting, off-site mentions and prompt-level measurement.
Can you guarantee ChatGPT will recommend my business?
No honest agency can. AI answers vary by prompt, user and model version. What we do guarantee is the work, the transparency and a prompt-level report showing exactly where you appear and where you don’t.
How long does GEO take to show results?
Assistants with live web retrieval (Perplexity, Copilot, ChatGPT search, AI Overviews) can reflect changes within weeks. Model-memory mentions shift more slowly, typically over several months as new training data is incorporated.
Which AI platforms do you track?
ChatGPT, Google Gemini, Google AI Overviews / AI Mode, Perplexity and Microsoft Copilot by default. Claude and DeepSeek can be added for audiences that use them.
Do I still need SEO if I invest in GEO?
Yes. Most AI assistants retrieve from the web, and pages that are crawlable, fast and authoritative are far more likely to be retrieved and cited. GEO builds on SEO; it doesn’t replace it.
Related services
Find out what AI says about your business.
Get a free 10-prompt AI visibility snapshot across ChatGPT, Gemini, Perplexity and Google AI Overviews — plus three fixes you can make this week.