Be the brand AI recommends first.
When customers ask ChatGPT, Claude, Perplexity, or Gemini for recommendations — your business should be the one they cite. We get Malaysian brands embedded in the language models that are quietly replacing search.
Search is becoming
conversation.
Generative Engine Optimization (GEO) is the practice of building your brand's presence inside large language models — so that ChatGPT, Claude, Perplexity, Gemini, and Copilot consistently mention, cite, and recommend you when their users ask for what you sell.
From SEO to LLMs
Buyers used to search Google. Now they ask ChatGPT. The discovery layer has shifted from search engines to language models — and the rules of visibility are completely different.
From queries to conversations
Instead of typing "web design KL," users say "I need help redesigning my company website — what agencies in KL should I talk to?" — and AI assistants answer in natural language with specific brand recommendations.
From clicks to mentions
AI doesn't drive clicks the way Google does — it gives answers. Success in this new landscape isn't measured in traffic. It's measured in how often and how favorably AI engines mention your brand.
Two services.
Two layers of AI search.
AEO targets Google's answer features (AI Overviews, snippets). GEO targets the AI assistants people are increasingly using instead of Google. Most businesses need both.
Everything you need
to get cited by AI.
A complete GEO program that builds your brand's presence inside the language models people are actually asking.
LLM Citation Audit
We test your brand across ChatGPT, Claude, Perplexity, Gemini, Copilot, and Mistral with hundreds of real buyer queries — then map exactly where you're mentioned, where you're missing, and what your competitors are getting cited for.
llms.txt Implementation
The emerging standard for telling LLMs exactly how to use your content. We deploy a properly structured llms.txt file plus llms-full.txt with your authoritative content, helping AI engines understand and cite you correctly.
Brand Entity Engineering
We make your brand a recognized, well-defined entity in knowledge graphs and AI training corpora. Clear definitions, consistent NAP data, structured relationships to people, places, and concepts — so AI engines know exactly who you are.
Authority Content Production
Long-form, expert-led content engineered for LLM ingestion — original research, proprietary data, in-depth guides, and explainer articles. The kind of content language models love to quote and synthesize.
Strategic Forum Presence
Reddit, Quora, Stack Overflow, Hacker News, Indie Hackers — these are the highest-density sources LLMs train on. We build authentic, value-driven brand presence on the platforms that shape AI's worldview.
Wikipedia & Wikidata
Wikipedia is the single highest-weighted source in nearly every LLM. We help notable Malaysian businesses build legitimate, policy-compliant Wikipedia and Wikidata entries — the GEO equivalent of getting on Google's first page.
Digital PR & Mention Building
Strategic placements in publications, podcasts, industry blogs, and news outlets that LLMs scrape for training data. Each mention compounds into a stronger AI-recognized brand signal.
Multi-Engine Tracking
Monthly tracking of how often your brand is mentioned by ChatGPT, Claude, Perplexity, Gemini, Copilot, and Mistral. Sentiment analysis, citation context, competitive benchmarking — the metrics that matter in the new AI search landscape.
How we get your brand
into the model.
A repeatable 4-phase methodology that builds your brand's authority in the language models that matter.
LLM Audit & Mention Baseline
We run 100+ real buyer queries through every major AI engine — ChatGPT, Claude, Perplexity, Gemini, Copilot, Mistral — and document exactly where your brand appears, how it's described, what sources are cited, and which competitors dominate. This becomes your GEO baseline for measuring everything we do next.
llms.txt & Entity Foundation
We deploy your llms.txt and llms-full.txt files (the emerging standard for AI content access), establish your brand entity structure across schema and Wikidata, fix NAP inconsistencies, and create the canonical content blocks LLMs need to identify and quote you correctly.
Authority Content & Strategic Mentions
We produce long-form expert content — original research, data studies, in-depth guides — and seed it across the high-authority sources LLMs train on: industry publications, Reddit threads, Quora answers, GitHub discussions, podcast features, and (where eligible) Wikipedia. Each placement compounds your AI presence.
Monitor, Iterate, Expand
Monthly audits across every major AI engine to track mention frequency, sentiment, and citation context. We refine messaging, expand into newly-released LLMs, double down on what's working, and continuously seed new authority signals as the AI search landscape evolves.
If your buyers ask AI for advice,
you need GEO.
Tech & SaaS Companies
Developers ask ChatGPT before they ask Google. If your tool isn't mentioned in AI conversations, it doesn't exist for the next generation of buyers.
B2B Service Providers
Decision-makers research vendors via Perplexity and Claude. Be the agency, consultancy, or supplier that gets named when buyers ask for recommendations.
Professional Services
Lawyers, accountants, financial advisors — high-trust services where AI recommendations carry serious weight in the buyer's research process.
Premium Consumer Brands
Shoppers ask AI assistants "what's the best ___ for ___" before buying. AI brand recommendations are the new word-of-mouth — get cited or get skipped.
Healthcare & Wellness
Patients consult AI assistants for symptoms, treatments, and clinic recommendations. Authoritative GEO presence builds trust before the first appointment.
Education & Training
Students and parents now ask AI for course recommendations, university advice, and program comparisons. Be the institution AI recommends.
Three packages.
One outcome — be the AI's answer.
Monthly retainers with no long-term lock-in. All plans include local Malaysian support, monthly multi-engine reporting, and direct WhatsApp access to your account manager.
Get on AI's radar for the first time. Foundation entity setup, llms.txt deployment, and your first wave of authoritative mentions.
- ✓ Full LLM Citation Audit (5 engines)
- ✓ llms.txt + llms-full.txt Implementation
- ✓ Brand Entity Foundation
- ✓ 2 Long-Form Authority Articles / Month
- ✓ Strategic Reddit/Quora Presence
- ✓ Monthly Multi-Engine Report
- ✓ WhatsApp Support
Become a trusted source AI engines actively cite. Full content production, digital PR mentions, and aggressive multi-engine optimization.
- ✓ Everything in Signal
- ✓ 6 Long-Form Articles / Month
- ✓ Original Research & Data Studies
- ✓ Digital PR Placement (3+ / month)
- ✓ Wikidata Entry & Optimization
- ✓ Sentiment & Context Tracking
- ✓ Competitor Mention Benchmarking
- ✓ Bi-Weekly Strategy Calls
Be the canonical reference AI defaults to in your category. Full PR program, Wikipedia eligibility, and total ownership of the AI conversation.
- ✓ Everything in Source
- ✓ 12 Long-Form Articles / Month
- ✓ Wikipedia Article Building (where eligible)
- ✓ Major Publication Placements
- ✓ Podcast & Interview Bookings
- ✓ Multi-Language GEO (BM, EN, 中文)
- ✓ Custom LLM Crawler Monitoring
- ✓ Dedicated Account Manager
- ✓ Weekly Strategy Calls
💡 All packages include a free initial GEO audit across all major AI engines. No setup fees. Month-to-month with 30 days notice to cancel.
Common questions
about GEO.
Is GEO the same as AEO or SEO?
No. SEO targets Google's blue-link results. AEO targets Google's AI Overviews and featured snippets. GEO targets standalone AI assistants like ChatGPT, Claude, Perplexity, and Gemini — where users now research independently of Google. Each requires different techniques. Many businesses benefit from all three.
How long until ChatGPT mentions my brand?
Mentions in retrieval-based engines (Perplexity, Bing Chat, Gemini with search) can appear in 4–8 weeks. Mentions baked into core LLM training (ChatGPT, Claude) take longer — typically 3–9 months — because models retrain periodically and must encounter your brand across many authoritative sources first.
What is llms.txt and do I need it?
llms.txt is an emerging standard (similar to robots.txt) that tells AI engines how to access and use your content. It's quickly being adopted across the industry. Yes — every business with a website should have one. We deploy a properly structured version as part of every GEO package.
Can you actually influence what's in LLM training data?
Indirectly, yes — and that's the entire game. We can't force OpenAI or Anthropic to train on your content. But we can publish your content (or get you mentioned) on the high-authority sources they're already scraping: Wikipedia, Reddit, Quora, GitHub, news sites, industry publications. Compound enough quality mentions and your brand becomes part of the model's worldview.
How do you measure GEO success?
Monthly multi-engine audits where we run hundreds of buyer-intent queries across ChatGPT, Claude, Perplexity, Gemini, Copilot, and Mistral. We track: mention frequency, sentiment, position in answers, citation source quality, and competitive share-of-voice. You'll see exactly how your AI presence evolves month over month.
Should I do AEO or GEO first?
Most clients start with AEO (faster wins on Google's existing answer features) and add GEO 1–3 months later for long-term brand authority in the AI era. If your buyers are highly tech-forward (developers, B2B SaaS, professional services), start with GEO directly. We're happy to advise during your free audit.
Ready to be
the AI's first answer?
Get a free GEO audit across ChatGPT, Claude, Perplexity, Gemini, and Copilot. We'll show you exactly how visible your brand is to AI engines today — and how visible your competitors already are.
