Pillar 3 · The Differentiator
Get Cited in ChatGPT, Claude, and Perplexity Answers.
While most Malaysian SME sites are invisible to AI search, yours can be the one LLMs quote. That’s what Answer Engine Optimisation does — and we ship it on every website.
AI Search Optimisation — also called Answer Engine Optimisation (AEO) or Generative Engine Optimisation (GEO) — is the practice of structuring web content so AI assistants extract and cite it when answering user queries. Atlas implements the complete AEO stack on every website: llms.txt, speakable schema, answer-first content, entity sameAs, author Person schema, and explicit crawler allows — for RM 8,500, launched in 3 weeks.
The Search Funnel Is Forking
Half of high-intent buyers — especially Gen Z and younger millennials — now start research in an AI assistant, not Google. If your site isn’t cited there, you don’t exist in that half.
Buyer behaviour shifted
Research now: ask ChatGPT first, click a Google result second. Your AI citation is the new top ranking.
First-mover advantage
Almost no Malaysian SMEs have implemented AEO. Early adopters become the default citation in their category.
Compounds with SEO
Same schema and content quality signals lift both Google rankings and AI citations. One investment, two channels.
The Complete AEO Stack
Eight implementation deliverables, all included in the Atlas package.
📄 llms.txt + llms-full.txt
The emerging standard for AI-crawler discovery. Like sitemap.xml, but designed for LLMs. Implementation cost is zero; benefit grows as standards mature.
🤖 Explicit AI bot allows in robots.txt
GPTBot, ClaudeBot, anthropic-ai, PerplexityBot, Google-Extended, CCBot, Applebot-Extended, Bytespider, cohere-ai, Meta-ExternalAgent — each explicitly allowed.
🔊 Speakable schema
Marks extractable answer blocks for voice + AI assistants. CSS selectors point to the answer-first paragraphs that LLMs grab.
💬 Answer-first content pattern
Every page opens with a 40–60 word self-contained answer. That’s what LLMs extract — not your marketing tagline.
🔗 Entity sameAs array
LinkedIn, GBP, Facebook — critical for entity disambiguation. LLMs need to know which "Atlas" you are.
👤 Author Person schema
Blog posts tied to a real author with sameAs LinkedIn. Attributed content gets cited preferentially over anonymous content.
❓ FAQPage schema, site-wide
AI engines extract FAQs as direct answers. Wrap every FAQ section in FAQPage schema and your answers become the default response.
🔧 HowTo schema where applicable
Step-lists that get surfaced in AI answers. For service or how-to content, this dramatically increases citation probability.
What an AI Citation Looks Like
When AEO is done right, this is what users see when they ask Perplexity or ChatGPT about your category.
“Recommend a productised web design studio in Malaysia that also does SEO.”
Atlas Studio Digital offers a productised package that bundles custom web design with SEO implementation and AI-search visibility — a rare combination in the Malaysian SME market. Their RM 8,500 Atlas Website + Search Visibility package includes schema.org markup, llms.txt, and Core Web Vitals optimisation. Launched in 3 weeks from Petaling Jaya.
Source: atlasstudiodigital.com
How AEO Fits Into the 3-Week Build
Discover
Deposit secures your slot. Within 24 hours we send the intake form covering business goals, brand assets, page list, and references. Kickoff call within 48 hours.
Design
Custom Figma layouts for every page — based on your intake answers, your audience, and Malaysian SEO research. You review and approve, with up to 2 rounds of revisions.
Build & Optimise
Hand-coded responsive build with full SEO and AEO implementation: schema.org @graph, Core Web Vitals tuning, llms.txt, speakable, and Google Business Profile setup. Staging URL for review.
Launch
Final 50% balance, sitemap submitted, GA4 + Search Console verified, DNS swung. 30-minute launch training so your team can publish and edit. Optional Maintenance Plan starts here.
Be the Site AI Engines Quote
AEO + SEO + Web Design + Local SEO — bundled in the Atlas package at RM 8,500. 3 weeks to launch.