The Programmatic GEO + AEO System That Gets Singapore SMEs Cited By ChatGPT, Perplexity, And Google AI Overviews
60% of Google searches are now zero-click. ChatGPT serves 800 million weekly users who never see your website. Google AI Overviews appear on 47% of queries and answer the question without a click. The rules of search have changed. Best Marketing runs a full programmatic generative engine optimisation and answer engine optimisation stack so your business becomes the answer, not just another blue link buried under an AI summary.
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Supported By:
SMEs are eligible for up to 50% Productivity Solutions Grant (PSG) support for the adoption of Digital Marketing & SEO Agency Services, a Pre-Approved Solution under the IMDA SMEs Go Digital programme.
In Support Of:
What's The Difference Between SEO, GEO, And AEO?
Three letters apart, three completely different optimisation goals. Most Singapore agencies still only do one of these. We run all three as one integrated stack.
| SEO | GEO | AEO | |
|---|---|---|---|
| Goal | Rank on Google's blue links | Get cited inside generative AI answers | Become the extracted direct answer |
| Surface | Google search results pages | ChatGPT, Perplexity, Gemini, Claude | AI Overviews, featured snippets, voice |
| Tactics | Keywords, backlinks, on-page, content | Entity graphs, citation seeding, brand mentions | Schema, 40-60 word answers, structured Q&A |
| Outcome | Clicks to your website | Brand mentions inside AI answers | Zero-click visibility and authority |
How Does Best Marketing Get You Cited In AI Search?
AI Visibility Audit
We audit exactly where you appear (and where you do not) across ChatGPT, Perplexity, Gemini, Claude, and Google AI Overviews for the queries your customers actually ask. You get a map of your current AI visibility, your competitors' citations, and the highest-leverage gaps to close first.
Entity & Schema Engineering
We engineer your entity graph: organisation schema, sameAs links, knowledge panel signals, author entities, and product/service schema. We build the structured data that makes your business legible to LLMs and answer engines, not just Google's classic crawler.
Citation Seeding
We seed brand mentions and citations across the open web that LLMs train on and retrieve from live: high-authority Singapore directories, industry publications, Wikipedia-class sources, and authoritative third-party listings. Generative AI cites brands it has seen mentioned consistently and credibly.
Answer-Formatted Content
We rewrite and produce content in the format AI engines can extract: 40 to 60 word direct answers, structured Q&A blocks, FAQ schema, comparison tables, and definition-first paragraphs. Every page is built to answer a question in a way ChatGPT and AI Overviews can lift cleanly.
Monitoring & Iteration
We track your citations weekly across ChatGPT, Perplexity, Gemini, and AI Overviews using a custom monitoring stack. You see exactly which prompts cite you, which cite competitors, and what we are shipping next to close the gap. No 30-page PDF, just a live dashboard.
AI Visibility Audit
We audit exactly where you appear (and where you do not) across ChatGPT, Perplexity, Gemini, Claude, and Google AI Overviews for the queries your customers actually ask. You get a map of your current AI visibility, your competitors' citations, and the highest-leverage gaps to close first.
Entity & Schema Engineering
We engineer your entity graph: organisation schema, sameAs links, knowledge panel signals, author entities, and product/service schema. We build the structured data that makes your business legible to LLMs and answer engines, not just Google's classic crawler.
Citation Seeding
We seed brand mentions and citations across the open web that LLMs train on and retrieve from live: high-authority Singapore directories, industry publications, Wikipedia-class sources, and authoritative third-party listings. Generative AI cites brands it has seen mentioned consistently and credibly.
Answer-Formatted Content
We rewrite and produce content in the format AI engines can extract: 40 to 60 word direct answers, structured Q&A blocks, FAQ schema, comparison tables, and definition-first paragraphs. Every page is built to answer a question in a way ChatGPT and AI Overviews can lift cleanly.
Monitoring & Iteration
We track your citations weekly across ChatGPT, Perplexity, Gemini, and AI Overviews using a custom monitoring stack. You see exactly which prompts cite you, which cite competitors, and what we are shipping next to close the gap. No 30-page PDF, just a live dashboard.
What's Inside The Best Marketing GEO + AEO Stack?
Every engagement includes the full programmatic stack. No upsell ladders, no junior account managers learning on your retainer.
AI-Readability Audits
We audit how parsable your content is for LLMs and answer engines, then fix the structure, headings, and density that block extraction.
Entity Graph Builds
Organisation schema, sameAs links, author entities, product schema, and knowledge panel signals engineered into a coherent entity graph.
Schema Generation Pipeline
A programmatic pipeline that ships JSON-LD schema (Article, FAQ, HowTo, Product, LocalBusiness) across your site at scale, not page by page.
Citation Seeding
Brand mentions and citations seeded across high-authority Singapore directories, publications, and third-party sources LLMs retrieve from.
LLM-Extractable Content
Content reformatted into 40 to 60 word direct answers, structured Q&A, comparison tables, and definition-first paragraphs that AI can lift cleanly.
Citation Tracking
Weekly visibility tracking across ChatGPT, Perplexity, Gemini, and Google AI Overviews. Real dashboard, not a quarterly PDF nobody reads.
One Of The Only Singapore Agencies Running A Full Programmatic GEO + AEO Stack
Most Singapore SEO agencies have bolted "AI keywords" onto a 2019 playbook and called it GEO. That is not the same thing. A real GEO + AEO programme is programmatic, instrumented, and continuously fed.
Programmatic, Not Manual
We ship schema, entity signals, and answer-formatted content at scale through pipelines, not by manually editing 50 pages a quarter. Programmatic methods are a badge of honour, not a shortcut.
Instrumented With Citation Tracking
We run a custom monitoring stack that queries ChatGPT, Perplexity, Gemini, and Google AI Overviews weekly for your priority prompts. You see citation deltas, not vanity dashboards.
Built On A $33M+ SEO Engine
Our GEO + AEO stack runs on top of the same engine that ranked 2,000+ keywords on page 1 and generated $33M+ in client revenue. AI search rewards entity authority, and we already build that for 146+ clients.
ChatGPT Is Already Recommending Your Competitors. You Just Don't Know It Yet.
Book a free AI visibility audit. We will run your top 20 customer prompts through ChatGPT, Perplexity, Gemini, and Google AI Overviews live, show you who gets cited instead of you, and map exactly what it takes to flip that. Zero obligation.
Three Reasons Singapore SMEs Delay GEO + AEO (And Why They're All Wrong)
If you have not invested in generative engine optimisation yet, it is probably for one of these reasons. Here is why each one is costing you market share right now.
“Isn't this just SEO with a new name?”
No. SEO optimises for Google's blue links. GEO optimises for inclusion in generative answers from ChatGPT, Perplexity, and Gemini, which use entity graphs and citation patterns Google's classic algorithm never cared about. AEO formats your content for direct extraction. They share DNA, but the tactics, surfaces, and KPIs are different.
“Nobody uses ChatGPT for shopping decisions”
800 million people use ChatGPT every week, and OpenAI launched ChatGPT Search and shopping features in 2024 to 2025. Perplexity now has dedicated commerce surfaces. Google AI Overviews influence 47% of search queries today. Your customers are already using AI to research vendors. The question is whether you are in the answer or your competitor is.
“How do you actually measure citations?”
We run your priority prompts through ChatGPT, Perplexity, Gemini, and Google AI Overviews weekly via a custom monitoring stack. Every citation, competitor mention, and ranking source is logged. You get a live dashboard showing citation count by prompt, by engine, and over time. Not a guess, not a vanity metric.