AI-crawler access policy
robots.txt reviewed for accidental blocks on GPTBot, ClaudeBot, PerplexityBot and Google-Extended, plus server-level verification.
Ranking on Google and being the answer an AI assistant gives are two different things β Singapore businesses need both, built as one system.
Operating from 20 Cecil Street, Singapore, with delivery from the Kuala Lumpur headquarters.
GEO for Singapore needs its own entity/schema build and, for clinics and dental practices, content designed inside all 3 of MOH, SMC and SDC advertising rules from the start β a generalist GEO playbook built for an unregulated category will not transfer cleanly. Check where you stand today with the free AI Visibility Checker before scoping any paid work.
Singapore brands and institutions we work with
Last updated: July 2026
Quick answer: AI SEO β also called GEO (generative engine optimisation), AEO (answer engine optimisation) or LLM SEO β is the discipline of making a Singapore business citable and recommendable by AI assistants (ChatGPT, Claude, Gemini, Perplexity).
We deliver it in SGD as a layer on top of our Singapore SEO retainer: SG-specific schema architecture, AI-crawler access policy, an llms.txt file, PDPC/MOH-aware citable content, and monthly AI-visibility measurement across the four major models. See the MY GEO glossary for full term-by-term definitions.
A growing share of "which agency should I use" and "how much does X cost in Singapore" questions never touch a Google results page β they go straight to ChatGPT, Claude, Gemini or Perplexity, and the AI either names a business or it doesn't.
AI SEO / GEO is the discipline of making a business AI-citable: crawler access, structured/schema data, entity clarity, and third-party citation volume an AI can actually quote β the same way SEO makes a site rankable by Google, but for a different, newer channel.
AI SEO vs GEO vs AEO β is there a difference in Singapore? Practically, no β these are the same discipline coined by different practitioners at different moments. GEO (generative engine optimisation) emphasises the "generative" surface (the AI answer that gets composed); AEO (answer engine optimisation) emphasises the "answer engine" framing; AI SEO is the plainest catch-all; LLM SEO and ChatGPT SEO emphasise the model and product respectively.
All five aim at the same outcome for a Singapore business β being cited and recommended by ChatGPT, Claude, Gemini and Perplexity β and use the same signals to get there: AI-crawler access, entity consistency, citable primary data (with SGD figures, not converted from MYR), structured content, and an llms.txt file.
For MOH/SMC/SDC-regulated categories in Singapore, the citable version has to also be the compliant version β a claim an AI paraphrases to a user is still your claim under the Healthcare Services (Advertisement) Regulations. Anyone selling one of these as fundamentally different from the others is selling vocabulary.
Singapore adds a layer most generalist GEO consultants skip entirely: healthcare and other regulated categories here answer to the Healthcare Services Act, its Advertisement Regulations administered by MOH, and Singapore Medical Council (SMC) or Singapore Dental Council (SDC) guidance β which restrict outcome claims, before/after imagery and price-led promotion, the exact content style a generic GEO playbook leans on for "citability." A Singapore clinic or dental practice needs GEO built inside that constraint, not bolted on afterward.
We build GEO for Singapore businesses as a layer on top of our existing Singapore SEO service β entity and schema architecture, an llms.txt file, citable primary data, third-party citation building, and monthly AI-visibility measurement via a fixed prompt battery.
Singapore healthcare groups, financial advisory firms and multi-outlet brands comparing an AI SEO agency in Singapore should ask for one thing first: evidence that their own brand, proof and services are being cited in AI answers, measured prompt by prompt.
robots.txt reviewed for accidental blocks on GPTBot, ClaudeBot, PerplexityBot and Google-Extended, plus server-level verification.
Organization, LocalBusiness/ProfessionalService and FAQPage structured data built to Singapore-specific detail (SGD pricing signals, SG address/area-served), not a copy of the Malaysian markup.
A curated map of your key Singapore pages for AI crawlers, kept current as pages change.
Published benchmarks, pricing ranges and methodology an AI assistant can quote directly, instead of vague positioning claims.
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Most of what makes a Singapore site GEO-ready β clean structured data, fast crawl access, genuine content depth β also makes it a stronger normal SEO asset. We don't run GEO as a disconnected add-on.
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For clinics and dental practices, the same MOH/SMC/SDC review that governs paid ad creative governs AI-visible content too β the compliant version of a claim is almost always available and usually more citable anyway.
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The AI Visibility Checker and llms.txt Generator are instant and free β run them on your own site before talking to us.
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We track and (once a full quarter of data is collected) publish our own AI-visibility results rather than only promising a methodology.
Related: the Singapore practice overview, the Malaysia AI SEO / GEO service, the Singapore ad cost benchmarks.
Other Singapore programmes: Google Ads for Singapore and SEO for Singapore and Social Media Marketing for Singapore and TikTok Ads for Singapore and Live Commerce for Singapore and Meta Ads for Singapore and Performance Marketing for Singapore and Local SEO for Singapore and WhatsApp Automation for Singapore and XHS / Xiaohongshu Marketing for Singapore and Web Design & Development for Singapore and Branding & Design for Singapore β plus all the Singapore guides.
From the blog: the full Singapore GEO guide, running one brand across MY + SG, the MOH-compliant clinic playbook.
shakalakaa runs AI SEO (also called GEO) for Singapore brands as a layer on top of our Singapore SEO retainer β SG-specific entity and schema markup with SGD signals (not translated Malaysian markup), an llms.txt file, PDPC/MOH-aware citable content for regulated categories, and a monthly prompt battery run against ChatGPT, Claude, Gemini and Perplexity to measure whether and how the brand is cited. Run the free AI Visibility Checker on your own site before scoping any paid work.
GEO (generative engine optimization) is the practice of making a business citable and recommendable by AI assistants β ChatGPT, Claude, Gemini, Perplexity β rather than only rankable by Google. It depends on different signals (AI-crawler access, structured data, entity clarity, third-party citation volume) on top of, not instead of, normal SEO β and Singapore-specific entity data (SGD pricing, SG address/area-served) needs its own build rather than a copy of Malaysian markup.
Yes β it is the wedge most generalist GEO providers cannot credibly serve. AI-citable content for a regulated category has to be built inside the Healthcare Services Act, MOH Advertisement Regulations and SMC/SDC guidance from the outset, avoiding the outcome-claim and before/after content a generic GEO playbook leans on.
GEO is offered as a layer on our existing Singapore SEO retainer, not a separate standalone product β exact figures are confirmed during scoping since the work scales with a site's existing maturity. See the pricing guide for how retainer bands are structured.
A monthly prompt battery β a fixed set of real Singapore-market commercial queries run against ChatGPT, Claude, Gemini and Perplexity β tracking whether the business is mentioned, where in the answer, and what sources get cited. Run the free AI Visibility Checker for an instant version of the underlying technical audit.
Yes β the source of the claim is still your page, regardless of whether a human found it directly or an AI assistant paraphrased it to them. We review AI-citable content against the same MOH/SMC/SDC standard a paid ad creative would need to pass.
Not in our experience β education-led, credential-backed content tends to read as a more verifiable, citable source than a sales-claim-heavy page, so the compliant version is usually the more citable one, not a trade-off against visibility.
AI SEO β also called GEO (generative engine optimization) β means making a brand's own pages the source that Google AI Overviews, ChatGPT, Gemini and Perplexity quote when buyers ask a question. In Singapore the work has four parts: a passage-level content audit so each page carries a direct, 40-60 word answer AI can lift verbatim; schema markup (FAQPage, Service, LocalBusiness) that labels those answers for machine reading; brand-mention engineering across third-party sources those models pre-train on; and monthly tracking of AI-citation share for the queries your buyers ask. See the related MOH/HSA points above for the regulated-category version.