AEO & GEO Services Singapore: Get Cited By ChatGPT, Perplexity and Google AI
Kaizenaire runs answer engine optimisation (AEO) and generative engine optimisation (GEO) for Singapore B2B and B2C brands, so your business is more likely to be named when a buyer asks ChatGPT, Perplexity or Google AI Overviews for a recommendation. Packages start from SGD $1,500 per month; every engagement is scoped and quoted individually, and we report progress honestly rather than promising specific citations.
A growing share of B2B & B2C buyers now start their research inside an AI chatbot rather than on Google. The funnel is shrinking. When a buyer asks ChatGPT “best [your category] in Singapore,” your brand either appears in the answer or it doesn’t. Answer Engine Optimization (AEO) and Generative Engine Optimization (GEO) are the disciplines that decide which.
If you’re already buying SEO from us — or from anyone else — AEO and GEO are the next layer. The work overlaps with SEO at the foundation but optimizes for a different end surface: the AI answer itself, not the blue link.
What is AEO?
Answer Engine Optimization (AEO) is the practice of structuring content so AI assistants, voice search, and featured-snippet engines can extract a clean, standalone passage and serve it as the direct answer to a user query. AEO predates the LLM era — it grew out of featured snippets, “People Also Ask” boxes, and voice assistants like Alexa and Siri — and now extends to any AI surface that returns a single extracted answer.
What is GEO?
Generative Engine Optimization (GEO) is the practice of structuring content and brand presence so generative AI engines — ChatGPT, Perplexity, Google AI Overviews, Gemini, Claude, Copilot — cite your site as a source when they synthesize a multi-source answer. The term originated in a 2023 Princeton, Georgia Tech, and IIT Delhi research paper and is now the dominant industry label, used by roughly 59% of SEO practitioners.
What is LLMO?
Large Language Model Optimization (LLMO) is the practice of influencing how large language models understand and represent your brand at the entity level — including in conversational responses where there’s no retrieval step at all. LLMO matters most for long-cycle B2B brands where buyers ask “recommend a vendor for [X]” and expect an opinion, not a citation.
Why this matters now
The practical consequence: when Google AI Overviews appear on a query, organic click-through on the #1 result drops sharply. Some of that traffic disappears entirely. The rest goes to whichever brands are cited inside the AI answer itself. The brands cited by name in those answers compound visibility. The brands that aren’t, lose share quietly.
For Singapore B2B specifically, the highest-intent queries — “best ERP for SMEs Singapore,” “top digital marketing agency Singapore,” “reliable Singapore supplier for X” — are exactly the queries that now produce AI-synthesized answers. If your brand isn’t in the citation set, the buyer never sees you.
How AEO and SEO work together
If we already run your SEO, AEO is a low-friction add-on. If you’re starting from scratch, we recommend running both together from day one.
What our AEO & GEO service includes
Why Kaizenaire
We’re not a pure agency. Kaizenaire runs SEO and AEO for a portfolio of Singapore e-commerce and B2B content properties — we operate on the same surface we sell into. What works in our own testing happens before the client invoice.
We’re Singapore-based and we understand the local B2B buying cycle, including the multi-stakeholder, multi-quarter procurement that shapes how AI tools actually get consulted inside buying committees. We operate at scale through an offshore production team and a working AI automation stack, which means our delivery cost structure is leaner than a Tier 1 agency without compromising on senior strategy.
And we’re early. Most Singapore agencies are still selling SEO with an “AI Overviews” add-on. We built our AEO and GEO practice as a first-class discipline because the citation surface is where attention is moving — and the brands that establish position now will compound for years.
Frequently Asked Questions
Frequently asked questions
What is the difference between SEO and AEO? SEO works to rank a web page so a user clicks through to it, while AEO works to make a page the direct answer a search surface displays — often a featured snippet or voice result that is read without a click.
What is the difference between AEO and GEO? AEO targets answer features within search engines, such as snippets and voice replies. GEO targets the answers generated by AI engines such as ChatGPT, Claude, Perplexity and Google AI Overviews, where the aim is to be cited as a source inside a synthesised response.
How long does AEO and GEO take to show results? Visibility in AI answers typically builds over months rather than days, because it depends on content being published, indexed and trusted across multiple engines. Kaizenaire reports progress in ranges and does not guarantee specific citations or rankings.
Do businesses still need SEO in the age of AI search? Yes. SEO is the foundation that answer engines and AI models draw on. Content that cannot be crawled, understood or trusted by a search engine is unlikely to appear in an answer box or be cited by an AI engine, so SEO remains essential.
How is AEO different from SEO?
SEO optimizes for ranking in search results so users click your page. AEO optimizes for being extracted as the direct answer — whether that answer appears in a featured snippet, a voice assistant response, or inside a generative AI answer box. The click is optional.
Do I need AEO if I’m already doing SEO?
Yes. About 60-70% of strong SEO work also supports AEO and GEO, so the marginal cost is lower than starting from scratch. But the remaining 30-40% — Q&A structure, third-party citation strategy, AI visibility tracking — is AEO-specific. Without it, you’re leaving the AI surface to your competitors.
Which AI platforms do you optimize for?
ChatGPT, Perplexity, Google AI Overviews, Google Gemini, Claude, and Microsoft Copilot. We weight effort based on which platforms your buyers actually use — for most Singapore B2B verticals, ChatGPT and Perplexity drive the highest measurable returns, with AI Overviews growing fastest.
How long until we see results?
Schema and on-page changes can show up in AI Overview citations within 4 to 8 weeks. Entity-level brand visibility inside LLM answers — the LLMO layer — typically takes 3 to 6 months because it depends on third-party sources being indexed, crawled, and incorporated into model retrieval.
Can we just do GEO and skip the SEO?
We don’t recommend it. The two disciplines share too much foundation. Pure GEO without SEO underneath produces inconsistent results — you might appear in an AI Overview citation but lose the click to a competitor with stronger traditional search positioning. The integrated approach compounds; the standalone approach doesn’t.
Do you publish AEO and GEO results publicly?
No. Specific tactics, target queries, and citation patterns are kept private per client because the work is competitive and methods erode in value when public. We provide detailed monthly reporting privately.
Is AEO the same as LLMO and GEO?
No, but the three are closely related and the terminology is unsettled across the industry. AEO has historical roots in voice search and featured snippets. GEO is the academic term, originating from a 2023 Princeton research paper, and is the most-used label among SEO practitioners. LLMO focuses specifically on brand-level entity influence inside language models. In practice, most strategies blend all three.
How much does AEO/GEO cost in Singapore? Kaizenaire’s AEO and GEO packages start from SGD $1,500 per month. Exact scope and pricing depend on your industry, competitive set, and how many AI platforms you want to prioritise — every engagement is scoped and quoted individually rather than sold as a fixed package.
Ready to be the answer?
Your buyers are asking AI questions about your category right now. If you’re not the cited source, your competitor is.
Contact us for a no-obligation AI visibility audit. We’ll show you exactly where you currently stand in ChatGPT, Perplexity, and Google AI Overviews for your most important buyer queries — and what it takes to be the answer.