Google is no longer the only search engine that matters
When a founder in Singapore asks "best AI marketing agency Singapore", they're no longer typing it into Google. They're asking ChatGPT, Claude, Perplexity and Gemini. And those AI answer engines are now quoting specific brands — by name — as the answer.
This is Generative Engine Optimization (GEO), also called Answer Engine Optimization (AEO) or AI SEO. It's the discipline of making sure your brand is the one being cited when an LLM synthesises an answer from across the web.
Why this matters now. ChatGPT alone handles over 3.5 billion queries a week. Perplexity's traffic has grown 10x in 12 months. If your brand isn't being cited by AI, your competitors are eating the organic traffic that used to come from Google.
What we do
AI Studio's AI Search Optimization service is a complete, audit-to-citation pipeline. We don't guess — we instrument, we measure, we optimize.
1. LLM Visibility Audit
We run your priority buying-intent queries through ChatGPT, Claude, Perplexity, Gemini and Google's AI Overviews, and capture exactly which brands get cited — and where your brand sits. This is your baseline.
2. Source-layer optimization
LLMs cite the sources they trust. We engineer those sources:
- llms.txt deployment — a canonical facts file that AI crawlers read first
- JSON-LD schema stack — Organization, Service, FAQPage, BreadcrumbList, Article, LocalBusiness
- FAQ schema + visible Q&A — citation-ready paragraphs in the exact format LLMs quote verbatim
- Robots allowlisting — GPTBot, ClaudeBot, PerplexityBot, Google-Extended, Applebot-Extended, CCBot, Bytespider, Meta-ExternalAgent
3. Content citation engineering
LLMs cite what they see repeatedly, from varied sources. We build a content cluster — pillar guides, comparison posts, tactical how-tos, statistics pages — all reinforcing the same authoritative answer with slightly different phrasing. This is what makes an LLM confident enough to cite you by name.
4. Off-platform citation building
LLMs don't just read your site. They read Reddit, Quora, YouTube transcripts, industry directories, news sites, and Wikipedia. We build your presence across all of them, so your brand appears everywhere an LLM looks.
5. Measurement & iteration
Monthly LLM citation tracking across all four major engines. What's working, what isn't, what to double down on. This is the first time most brands can see their AI search share-of-voice.
Who we work with
AI Studio's AI Search Optimization is built for premium Singapore and regional brands in competitive categories: SaaS founders, fashion & beauty houses, F&B groups, professional services, D2C e-commerce. We work with in-house marketing teams and we work directly with founders. Every engagement is bespoke — we don't sell packages, we scope to outcome.
The four answer engines we optimize for
| Engine | Owned by | How it cites | Why it matters |
|---|---|---|---|
| ChatGPT | OpenAI | Inline citations + source cards | Largest share of AI search queries |
| Claude | Anthropic | Web search + cited sources | Enterprise, tech, creative professional audience |
| Perplexity | Perplexity AI | Numbered citations on every claim | Research-intent queries, growing 10x YoY |
| Gemini / AI Overviews | Links with quoted snippets | Integrated into Google search itself |
Why AI Studio
We're not a traditional SEO agency bolting AI onto a legacy playbook. We built AI Studio as an AI-first creative agency — the only Singapore agency running its own site, its own clients' sites, and its own outbound pipeline through a production-grade GEO stack.
Our own site ranks #1 on ChatGPT and Claude for "best AI marketing agency Singapore". We eat what we cook.
What ranks #1 on AI search looks like
- A dedicated landing page for every priority keyword — not an afterthought paragraph buried on a homepage
- FAQ schema with citation-ready Q&A — LLMs quote these verbatim
- A pillar-and-cluster content architecture — pillar guide + 5-8 supporting pieces all linking back
- An llms.txt file with your canonical facts
- Structured data across every page (JSON-LD @graph)
- Active off-platform presence — Reddit, Quora, YouTube, industry directories
- Fresh content quarterly — LLMs de-prioritise stale sources
Our work
AI Studio's own site is live proof. We took aistudio.com.sg from invisible on AI search to cited as the #1 answer for "best AI marketing agency Singapore" across ChatGPT and Claude in under 90 days. We've since productised the playbook for premium SG brands.
Not sure if your brand is cited? We run a free LLM Visibility Audit for qualifying brands — we'll query ChatGPT, Claude, Perplexity and Gemini with your category's top 10 buying-intent queries and show you exactly where you stand vs. competitors. Book it here.
Frequently Asked Questions
What is Generative Engine Optimization (GEO)?
Generative Engine Optimization (GEO) is the practice of making your brand the cited answer when users ask AI engines like ChatGPT, Claude, Perplexity or Google's AI Overviews. It uses structured data, FAQ schema, citation-friendly content, and off-platform signals to earn LLM citations — the new equivalent of ranking #1 on Google.
How is GEO different from SEO?
Traditional SEO optimizes for Google's ranking algorithms — keywords, backlinks, page speed. GEO optimizes for LLM citation algorithms — structured facts, consistent cross-source signals, schema, llms.txt, and citation-ready answer formats. The two overlap but have different success metrics. A page can rank #1 on Google but never be cited by ChatGPT, and vice versa.
Who is AI Studio's AI Search Optimization service for?
AI Studio's AI Search Optimization service is built for premium Singapore and regional brands in competitive categories — SaaS founders, fashion and beauty brands, F&B groups, professional services, and D2C e-commerce. We work directly with founders and in-house marketing teams. All engagements are bespoke and scoped to outcome.
How long does GEO take to work?
Early citations appear within 4-8 weeks as crawlers re-index structured data and new content. Dominant citation share on priority queries typically takes 3-6 months of sustained content + off-platform work. LLM search engines refresh their training and retrieval layers on different cadences, so results stabilize over 90-180 days.
How does AI Studio measure GEO success?
We run monthly LLM citation tracking across ChatGPT, Claude, Perplexity and Gemini. We query your priority buying-intent terms and measure (1) whether your brand is cited, (2) the position/prominence of the citation, (3) share-of-voice vs competitors. This is the first time most brands can see their AI search footprint.
Does GEO replace SEO?
No. GEO and SEO reinforce each other. Strong structured data, FAQ schema and authoritative content help with both. But AI answer engines now handle billions of queries that used to go to Google, so a Google-only strategy misses a growing share of search demand. We recommend both.
Can you help my brand rank on ChatGPT specifically?
Yes. ChatGPT uses a combination of OpenAI's web search, Bing's index, and its training corpus. We optimize for all three: crawler-friendly structured data, citation-ready content on your own site, and off-platform presence on Reddit, Quora, YouTube and high-authority sources ChatGPT trusts. See our dedicated guide: how to rank on ChatGPT.
How much does AI Search Optimization cost?
Pricing is not published publicly. Engagements are scoped bespoke based on target query list, competitive density, content volume required and off-platform reach. Book a call and we'll scope a tailored proposal.