Make Your Brand Easier to Discover.
Customers also research businesses with AI assistants. We help Malaysian brands publish clear, verifiable information that people and search-enabled tools can find and assess.
Search Is Becoming
Conversation.
Generative Engine Optimization (GEO) improves the public information AI assistants may use when answering relevant questions. It builds on SEO, useful first-hand content, and consistent business details; no service can guarantee an AI recommendation.
From SEO to LLMs
Buyers use both search engines and AI assistants to research options. Clear public information helps them evaluate your business across these channels.
From Queries to Conversations
Some buyers ask conversational questions such as "I need help redesigning my company website — what agencies in KL should I talk to?" Helpful pages give them facts to check when comparing providers.
From Clicks to Mentions
AI answers can include links as well as summaries. We look at relevant mentions and citations alongside ordinary search traffic, leads, and customer actions.
Two Services.
Two Layers of AI Search.
AEO focuses on clear answers on your own pages and visibility in search features. GEO also reviews how your brand appears in AI assistant responses. Both depend on strong SEO foundations.
Clearer Information
for People and AI Tools.
A practical GEO program focused on useful, verifiable information. Our Tioman Dive Buddy AEO project shows how clear answers and site content can be developed.
LLM Citation Audit
We check a documented sample of relevant buyer questions across the AI tools your customers use, noting the date, response, linked sources, and competing brands for each check.
Optional llms.txt Review
An optional llms.txt file can provide a concise index of important pages. We prioritize crawlable, useful content and add this file only when it helps people maintain a clear content inventory.
Brand Entity Engineering
We clarify your business information across your website and relevant public profiles. Consistent names, addresses, and descriptions help customers and search systems understand who you are.
Authority Content Production
We develop first-hand guides, explanations, and research where your team has evidence to share. The aim is to help customers understand your service and verify your claims.
Strategic Forum Presence
Where your team has relevant expertise, we contribute useful answers to appropriate public communities under each platform's rules. Participation should help readers, not manufacture endorsements.
Wikipedia & Wikidata
Where independent sources establish notability, we can review whether Wikipedia or Wikidata entries are appropriate under their policies. Neither an entry nor a citation in an AI answer can be guaranteed.
Digital PR & Mention Building
Relevant coverage in publications, podcasts, and industry sites can help customers discover and verify your business. We focus on accurate, useful contributions.
Multi-Engine Tracking
Monthly checks use a repeatable sample of buyer questions to record brand mentions, linked sources, and answer context. Results can vary by prompt, tool, location, and date.
How We Make Your Brand
Easier to Verify.
Four phases for improving public information and checking how relevant AI tools present it.
LLM Audit & Mention Baseline
We agree on a set of relevant buyer questions and test them across the AI tools your customers use. We record the date, wording, answers, and linked sources to create a baseline that later checks can be compared with.
Content & Business Information Foundation
We improve your key pages, consistent business details, and appropriate structured data. If useful, we can add an optional llms.txt index; AI search systems do not require one.
Authority Content & Strategic Mentions
We create original research, data studies, and practical guides, then share them through relevant publications and communities where participation is welcome. Useful third-party mentions can help people evaluate your expertise.
Monitor, Iterate, Expand
We repeat the agreed question sample monthly, review citations and answer context, and improve public pages where the evidence shows a useful gap.
If Your Buyers Ask AI for Advice,
You Need GEO.
Tech & SaaS Companies
Some developers use AI assistants to compare tools. Clear documentation and real examples help them assess whether your product fits.
B2B Service Providers
Decision-makers may use AI tools to compare vendors. Publish specific services, evidence, and contact details so they can evaluate you.
Professional Services
Lawyers, accountants, and financial advisors can answer common questions clearly while giving readers the information needed to verify credentials.
Premium Consumer Brands
Some shoppers use AI assistants to compare options. Accurate product details, pricing, and independent reviews help them make informed choices.
Healthcare & Wellness
Patients may research symptoms and clinics online. Accurate, professionally reviewed service information helps them assess a provider before booking.
Education & Training
Students and parents compare courses, fees, outcomes, and entry requirements. Publish those details clearly so they can check them.
Three Packages.
Clearer Information for Buyers.
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.
Clarify your business information, improve key pages, and establish a repeatable AI visibility baseline.
- ✓ Full LLM Citation Audit (5 engines)
- ✓ Optional llms.txt Content Index Review
- ✓ Brand Entity Foundation
- ✓ 2 Long-Form Authority Articles / Month
- ✓ Strategic Reddit/Quora Presence
- ✓ Monthly Multi-Engine Report
- ✓ WhatsApp Support
Publish useful original content, improve public business details, and pursue relevant third-party coverage.
- ✓ Everything in Signal
- ✓ 6 Long-Form Articles / Month
- ✓ Original Research & Data Studies
- ✓ Digital PR Placement (3+ / month)
- ✓ Wikidata Eligibility Review
- ✓ Sentiment & Context Tracking
- ✓ Competitor Mention Benchmarking
- ✓ Bi-Weekly Strategy Calls
Build a clearer, more credible public presence through useful content, relevant coverage, and ongoing measurement of AI answer visibility.
- ✓ Everything in Source
- ✓ 12 Long-Form Articles / Month
- ✓ Wikipedia Eligibility Review (where appropriate)
- ✓ 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?
How Long Until ChatGPT Mentions My Brand?
There is no reliable timeline. Responses change with the tool, prompt, location, date, and the sources available to it. We can document a baseline and compare a consistent question sample over time, but cannot control a model's training or promise a mention.
What Is llms.txt and Do I Need It?
llms.txt is an optional proposed format for listing important content. Major search engines do not require it for AI search visibility. We first make sure your pages are crawlable, helpful, and well organized; we can add llms.txt when it serves a clear purpose.
Can You Actually Influence What's in LLM Training Data?
We cannot control which material an AI model trains on or guarantee that it will mention a brand. We can publish useful first-hand content and earn relevant coverage so people have reliable sources to find and cite.
How Do You Measure GEO Success?
We repeat a documented sample of relevant questions across the agreed tools, recording brand mentions, answer context, and cited links. We report those observations alongside search traffic and leads, with the sample limits clearly stated.
Should I Do AEO or GEO First?
Start with crawlable, helpful pages and accurate business details. We can then prioritize AEO or GEO based on how your customers research and which content gaps the audit finds.
Ready to Make Your Brand
Easier to Research?
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.