Generative Engine Optimisation

What Generative Engine Optimisation Is — and Why It Decides Who AI Recommends

SEO gets you ranked. GEO gets you recommended. Generative Engine Optimisation is the emerging discipline of making your brand the one AI names when Singapore consumers ask ChatGPT, Gemini, or Perplexity for answers. With 60.9% AI adoption and a 4.4x conversion advantage in Singapore, it is fast becoming a channel businesses can't ignore. If you already know you want it done for you, see our GEO agency Singapore service below.

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The Challenge

Google Rankings No Longer Guarantee Visibility

Generative Engine Optimisation (GEO) is the emerging discipline of making your brand visible in AI-generated answers. When a consumer asks ChatGPT "best web design agency in Singapore" or asks Gemini "who should I hire for digital marketing," the AI names 3-4 brands in a direct answer. There are no page-two results, no ads above the fold, no ten blue links. Your brand is either recommended or it doesn't exist in that moment.

Traditional SEO optimises for Google's algorithm — keywords, backlinks, page speed, and technical crawlability. GEO optimises for how AI models select and cite brands — entity clarity, structured data, content freshness, and third-party authority. The overlap between Google rankings and AI citations has fallen below 20%. A business can rank #1 on Google and still be completely absent from ChatGPT's recommendations. These are fundamentally different systems requiring fundamentally different strategies. Our AI SEO services bridge both disciplines.

Singapore businesses that adopt GEO early gain a compounding advantage. With 60.9% of Singapore's population already using generative AI and AI recommendations converting at 4.4x the rate of traditional search clicks, the channel is too large and too effective to treat as experimental. Every month without a GEO strategy is a month your competitors are building the authority signals that make AI recommend them by default.

History

The History of Generative Engine Optimisation

2022: ChatGPT Launches

OpenAI releases ChatGPT in November 2022. Within 5 days it reaches 1 million users. Marketers begin noticing AI answering questions that previously required Google searches.

2023: AI Search Goes Mainstream

Google launches Bard (later rebranded to Gemini). Perplexity emerges as an AI-native search engine. AI Overviews begin appearing in Google results for a growing percentage of queries.

2024: The GEO Discipline Forms

Researchers and agencies begin formalising Generative Engine Optimisation as a distinct discipline. Studies reveal the overlap between Google rankings and AI citations has dropped below 20%. The first dedicated GEO agencies emerge.

2025: AI Adoption Accelerates in Singapore

Singapore reaches 60.9% AI adoption, second globally. Google AI Overviews trigger on 48% of searches. ChatGPT passes 800 million weekly active users. Businesses begin investing in GEO alongside SEO.

2026: GEO Becomes Essential

94% of marketing leaders plan to increase GEO spending. The window for early-mover advantage is narrowing as more businesses invest in AI search optimisation.

GEO is no longer experimental — it's a proven discipline backed by data. The businesses that started optimising in 2024-2025 are already capturing the highest-converting traffic on the internet. Learn the fundamentals in our guide: What Is GEO? AI Search Optimisation Explained.

Singapore Market

GEO in Singapore — Market Snapshot

60.9% of Singapore's population uses generative AI — the second highest adoption rate globally

48% of Google searches now trigger AI Overviews, displacing traditional organic results

4.4x higher conversion rate for AI-referred traffic compared to traditional search visitors

< 20% overlap between Google rankings and AI citations — SEO alone no longer guarantees AI visibility

Singapore's government has promoted AI adoption through its National AI Strategy since 2019. The infrastructure, digital literacy, and cultural readiness make Singapore the most AI-ready market in Southeast Asia. For businesses here, the shift to AI search isn't coming — it's already here.

The combination of world-leading AI adoption and high consumer trust in AI recommendations means Singapore businesses face a clear choice: invest in AI search visibility now, or watch competitors capture demand through a channel that converts at 4.4x the rate of traditional search. Explore our AI visibility services to see where your brand stands.

What We Deliver

End-to-End Generative Engine Optimisation

GEO isn't a single tactic — it's a full-stack discipline covering technical infrastructure, content strategy, entity management, and authority development. We handle every layer of Generative Engine Optimisation so your brand earns consistent recommendations across all major AI platforms.

GEO integrates with our SEO services to ensure you're visible in both traditional and AI search. Combine with paid ads and social media for a full-spectrum digital strategy.

In practice, GEO runs as a sequence, not a checklist. Each step feeds the next, and citation share is the number we watch the whole way through.

Baseline. Test the prompts your buyers actually use across ChatGPT, Gemini, Perplexity, and AI Overviews, and log which brands get named instead of yours.
Make the site readable. Structured data and a clean entity so a model can tell exactly what you do and where you operate — no guessing from raw HTML.
Rewrite for extraction. Answer-first pages a model can lift a clean sentence from, without losing the depth Google still rewards.
Earn citations. The reviews, directories, and coverage models trust — the slow lever, started early so it compounds.
Measure. Track your citation share against named competitors month over month, not hours worked.

That full sequence, run for you end to end, is our AI search optimisation service.

Why Jraft Creative

Singapore's GEO Pioneers

Generative Engine Optimisation is a new discipline, and most agencies are still figuring out what it means. We've been building GEO strategies since AI search became a measurable channel — our methodology is research-backed, data-driven, and refined through real results across Singapore industries.

GEO Pioneers in Singapore

We were among the first agencies in Singapore to treat Generative Engine Optimisation as a dedicated service — not an add-on to SEO. Our team has deep expertise in how AI models select, evaluate, and cite brands, built from systematic testing across hundreds of prompts and multiple industries.

Research-Backed Methodology

Our GEO framework is grounded in published research on how large language models retrieve and rank information. We don't guess at what works — we test, measure, and iterate based on how AI platforms actually behave, adapting as models update their retrieval and citation mechanisms.

Full-Stack AI Optimisation

GEO touches technical infrastructure, content strategy, entity management, and off-site authority. We handle all of it in-house — schema implementation, content restructuring, llms.txt deployment, directory registrations, and authority building — so nothing falls through the cracks between siloed teams.

Transparent GEO Metrics

We report on the metrics that matter for Generative Engine Optimisation: AI Citation Rate, Brand Visibility Score, Share of Voice per platform, and prompt-level tracking. Every report shows exactly which prompts return your brand, which don't, and what we're doing about it.

FAQ

Generative Engine Optimisation Questions Answered

What is Generative Engine Optimisation?

Generative Engine Optimisation (GEO) is the practice of optimising your brand and content so that AI-powered search platforms — ChatGPT, Gemini, Perplexity, AI Overviews, and Copilot — recommend your business in their generated answers. It focuses on the signals AI models use to select and cite brands, which differ significantly from traditional Google ranking factors.

How is GEO different from SEO?

SEO optimises for Google's algorithm to rank your website in search results. GEO optimises for how AI models decide which brands to name in generated answers. The overlap between Google rankings and AI citations is below 20%, meaning strong SEO does not automatically translate to AI visibility. GEO targets entity clarity, structured data, content structure, and third-party authority signals.

Is GEO the same as LLMO?

GEO (Generative Engine Optimisation) and LLMO (Large Language Model Optimisation) refer to the same discipline — optimising your brand for AI-generated answers. GEO is the broader, more commonly adopted term that encompasses all generative AI platforms, while LLMO specifically references large language models. In practice, the strategies and outcomes are identical.

Which AI platforms does GEO target?

GEO targets all major AI-powered search platforms: ChatGPT, Google Gemini, Google AI Overviews, Perplexity, and Microsoft Copilot. Each platform has different source preferences and recommendation algorithms, so an effective GEO strategy accounts for platform-specific signals while building cross-platform authority.

How much does GEO cost in Singapore?

Pricing depends on your goals, your market, and the scope of work — there's no one-size package. Book a quick consultation and we'll scope exactly what you need and give you a transparent quote.

Ready to Get Started?

Start Your GEO Strategy Today

Book a free Generative Engine Optimisation audit. We'll show you where your brand stands across ChatGPT, Gemini, Perplexity, and AI Overviews — and map the strategy to get you recommended. We'll respond within 24 hours.

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