When a buyer in Singapore opens ChatGPT and asks "which firm should I use for X," or asks Gemini and Perplexity to draw up a shortlist of suppliers, the businesses those engines name are the ones that get the enquiry. A generative engine optimization (GEO) agency makes your business one of those named answers. Generative Engine Agency is a Singapore-focused GEO agency: we measure how often AI engines mention and cite your brand for the questions your customers actually type, fix the gaps that keep you out of those answers, and report the change as share of voice against your direct competitors.
The problem Singapore businesses are facing
A growing share of buyers now research with an AI assistant before — or instead of — a Google search. If that assistant names two competitors and not you, you never make the shortlist, and you never see the lost enquiry in your analytics because there was no click to track. In a market as dense and digitally mature as Singapore — where decision-makers across the CBD, Orchard and One-North are quick adopters of new tools — this is a quiet, compounding problem. The brands that become the default AI answer in a category tend to keep that position, because the signals that earn a citation (clear content, consistent entity information, and a broad footprint of trusted mentions) also reinforce it over time. Most Singapore agencies still sell only traditional, link-based SEO and have no process for measuring or improving AI visibility — which is precisely why the opening here is wide.
What GEO is (and how it differs from SEO)
Traditional SEO tries to rank a page in Google's list of blue links. GEO targets the layer beneath modern AI answers: how large language models (LLMs) retrieve, select and cite sources. Engines such as ChatGPT (OpenAI), Gemini and Google AI Overviews, Perplexity, Copilot (Microsoft) and Claude (Anthropic) assemble an answer by pulling candidate sources — through retrieval-augmented generation, web indexes and their own crawlers — then naming the ones that are clearest, most specific and best corroborated. GEO is the work of making your business easy to retrieve, easy to quote, and consistently referenced across the web. It overlaps with SEO (clean, crawlable, useful content still matters) but adds entity consistency, citable structure, and a measurement model built around brand mentions rather than keyword positions. In an English-first market like Singapore, clear and quotable English content is already a natural advantage to build on.
How AI engines decide who to cite — and how we win it
There is no secret file or schema that forces an engine to recommend you; Google itself states no special markup is required for its AI features. What consistently helps, in our experience and in line with published search guidance, is a set of signals we work through methodically. Entity clarity: the engine must understand exactly what your business is, where in Singapore it operates, and what it offers — so we make that information consistent across your site and legitimate third-party profiles. Extractable answers: content that states the answer directly, in plain language, with the specifics (numbers, options, criteria) an engine can lift. Citation breadth: being referenced across many trusted sources — reviews, reputable directories, industry publications, relevant community threads — because engines weigh breadth of mention heavily. Corroboration and freshness: the same facts repeating across sources, kept current. Crawlability: making sure AI crawlers such as GPTBot, Google-Extended and PerplexityBot can access your content. None of these guarantee a citation; together they materially improve the odds, and — just as importantly — they are measurable.
Our method
We run a defined, repeatable process rather than a vague "AI-friendly content" promise. 1) Baseline audit — we test 20–30 real buyer prompts across ChatGPT, Gemini and Perplexity and record where competitors are cited and you are absent, producing a starting share-of-voice score. 2) Diagnosis — we identify the specific gaps: missing or unclear entity information, non-extractable content, a thin citation footprint, crawl blocks, or inaccurate facts the engines are repeating about you. 3) Build — we restructure key content into citable answers, align structured data with the visible page, correct entity inconsistencies, and plan the third-party citations worth earning. 4) Measure and iterate — we re-run the same prompt set monthly and report the movement, so every month ends with a number, not an opinion. For regulated clients — MAS-licensed finance firms, healthcare and legal practices — we keep claims factual and compliant so nothing we publish creates a regulatory problem.
What you receive (deliverables)
- An AI Visibility Audit report: prompt-by-prompt results, your baseline mention and citation rates, competitor share of voice, and the source types the engines rely on.
- A prioritised fix list tied to real pages and signals.
- Implemented content, structured-data and entity corrections (in Build engagements).
- A monthly AI Visibility report with trends, new and lost citations, accuracy and sentiment changes, and next-month actions.
Why Generative Engine Agency (differentiation)
We compete on method and evidence, not adjectives. We publish our measurement methodology openly, we build with Singapore's compliance realities (PDPA for data, MAS guidance for financial claims) in mind rather than ignoring them, and our reporting is a transparent share-of-voice number you can audit — not a dashboard of vanity metrics. We will also tell you plainly when GEO is not the right spend yet.
Singapore market context
(Labelled observation — validate against current data before citing as fact.) Singapore appears to be among APAC's faster adopters of AI assistants, with an English-first, digitally sophisticated audience and intense competition in fintech, B2B SaaS, professional services, healthcare and property. Our read is that AI-answer visibility is still largely uncontested here because local providers have not built a process for it, while the city-state's role as a regional headquarters hub means a citation win can carry weight well beyond Singapore itself. We serve Singapore businesses remotely and on-site as needed; we do not claim a local office or local client track record we do not have.
Industries & areas we serve in Singapore
Fintech and MAS-regulated finance · B2B SaaS and technology (One-North) · professional and legal services · e-commerce and D2C · healthcare and aesthetics · F&B and hospitality · property and real estate. Coverage across Raffles Place and Marina Bay (CBD), Tanjong Pagar, Orchard, One-North, Paya Lebar, Novena, Jurong, Bugis and Changi Business Park.
Pricing (SGD — transparent, confirm before publishing)
| Service | Scope | Price (SGD) |
|---|---|---|
| AI Visibility Audit | 20–30 prompts, baseline SOV, fix list | S$550–1,100 |
| GEO Build Sprint | Content, schema, entity fixes, citations | S$2,500–6,500 |
| Monthly Retainer | Tracking, content, placements, reporting | S$1,500–5,500/mo |
| Final scope follows your audit. What moves the price: number of target prompts, content volume, competition, and compliance review needs. |
How we measure success
Share of voice (how often AI names you vs competitors across your fixed prompt set), mention rate, citation rate, citation-source distribution, and — joined to Search Console and analytics — organic sessions and qualified leads to the relevant pages. We report limitations honestly: LLM answers vary by run, user and location, so we test repeatedly and report with dates.
Risks & limitations (so you can decide clearly)
GEO is newer and less predictable than mature SEO. We cannot guarantee that any engine will recommend your business; we improve and measure the inputs that make it more likely. Results depend on your starting authority, competition, and how quickly agreed content and access changes are made. Engine behaviour changes, so this is an ongoing discipline, not a one-off fix.
Evidence & team
[E-E-A-T — fill with real data: Generative Engine Agency is led by {{FOUNDER}}, {{X}}+ years in SEO/AI search; add credentials, LinkedIn, photo, and genuine case studies only once measured and permissioned. Do not publish invented results.]
Start with a free AI Visibility Audit
Request your free audit and we'll show you, prompt by prompt, where your Singapore business stands in ChatGPT, Gemini and Google AI Overviews versus your competitors — and the three fixes that will move you fastest. After you submit the short form (business, website, target market, main competitors), we confirm scope and deliver the audit; there's no obligation to continue. Request your free AI Visibility Audit → · WhatsApp us