# SeenBy Digital

> SeenBy Digital is a Generative Engine Optimization (GEO) agency, also known as AEO (Answer Engine Optimization), in Petaling Jaya, Selangor, Malaysia. It helps Malaysian businesses get recommended in AI-powered search — ChatGPT, Perplexity, Google AI Overviews, and Claude.

Sitemap: https://www.seenby.my/sitemap-index.xml
RSS: https://www.seenby.my/rss.xml

## What We Do

SeenBy Digital audits, optimizes, and monitors businesses' AI search visibility through a five-dimension GEO score covering: AI Citability, Brand Authority, Content Quality, Technical Foundations, and Structured Data. We deliver a free GEO visibility report within 48 hours, then implement fixes and provide monthly optimization retainers.

## Services

- **Free GEO Audit** — A 0–100 GEO score across five dimensions, delivered in 48 hours via WhatsApp or email. No commitment required.
- **Basic Plan (RM 2,000/month)** — Monthly GEO optimization, AI search visibility, website SEO audit, content strategy, social media visibility recommendations, and monthly monitoring.
- **Executive Plan (RM 4,200/month)** — Everything in Basic plus full website SEO implementation, content writing (up to 10 pages/month), social media execution, and a monthly 30-minute walkthrough call.
- Both plans are month-to-month, with no lock-in.

## Key Facts

- Name: SeenBy Digital (also written "SeenBy"), website https://www.seenby.my
- Legal entity: P&I Digital Solution, SSM registration 202603129117 (old format NS0322940-V)
- Location: Petaling Jaya, Selangor, Malaysia; serves businesses across Malaysia
- Founder: Muhammad Faris Irfan, Founder & GEO Consultant
- Founded: 2025 (registered with SSM in 2026)
- Contact: contact@seenby.my · WhatsApp +60 11-1669 8381 · Monday–Friday, 9am–6pm
- Languages: English, Bahasa Malaysia, and Chinese (Mandarin)
- Specializes in GEO (Generative Engine Optimization), which covers AEO (Answer Engine Optimization); works alongside, not instead of, existing SEO agencies
- Not affiliated with getseenby.com or seen-by.ai, which are unrelated companies with similar names

## Key Pages

- [Homepage](https://www.seenby.my/): What SeenBy Digital does and how the free GEO audit works
- [About](https://www.seenby.my/about/): Founder story — Muhammad Faris Irfan, Founder & GEO Consultant
- [Pricing](https://www.seenby.my/pricing/): Basic Plan RM2,000/month and Executive Plan RM4,200/month, no lock-in
- [Free GEO Audit](https://www.seenby.my/geo-audit-malaysia/): Free 0–100 GEO score delivered in 48 hours
- [Contact](https://www.seenby.my/contact/): WhatsApp +60 11-1669 8381, contact@seenby.my, Petaling Jaya, Selangor
- [FAQ](https://www.seenby.my/faq/): Common questions about GEO in Malaysia — pricing, timelines, process, and technical foundations
- [GEO Agency vs SEO Agency](https://www.seenby.my/geo-agency-vs-seo-agency-malaysia/): Comparison guide — which your Malaysian business needs
- [How to Choose a GEO Agency in Malaysia](https://www.seenby.my/how-to-choose-geo-agency-malaysia/): Buyer's guide with 8 questions to ask before hiring
- [Best GEO Agencies in Malaysia](https://www.seenby.my/best-geo-agencies-malaysia/): Sourced comparison of six GEO agencies in Malaysia, including SeenBy Digital
- [SeenBy Digital vs Rankpage vs Cleverus](https://www.seenby.my/seenby-vs-rankpage-vs-cleverus/): Side-by-side comparison of three GEO agencies: focus, services, pricing and terms
- [Agensi GEO Malaysia (Bahasa Malaysia)](https://www.seenby.my/ms/agensi-geo-malaysia/): Perkhidmatan, proses dan harga GEO dalam Bahasa Malaysia
- [Author: Muhammad Faris Irfan](https://www.seenby.my/author/muhammad-faris-irfan/): Founder & GEO Consultant — bio, credentials, and all articles

## How GEO Differs from SEO

Traditional SEO targets Google's blue-link results using backlinks and keywords. GEO targets AI-generated answers (ChatGPT, Perplexity, Google AI Overviews) using brand mentions, structured data, citability, and AI crawler access. These are distinct channels requiring different strategies.

## Blog

Guides on GEO and AI search visibility for Malaysian businesses, newest first.

- [GEO vs AEO: What's the Difference?](https://www.seenby.my/blog/geo-vs-aeo/): GEO (Generative Engine Optimization) and AEO (Answer Engine Optimization) describe mostly the same work: making your business the answer, or the recommendation, when someone asks an AI tool a question. AEO is the older term, from featured snippets and voice assistants, and focuses on giving direct answers. GEO comes from 2023 research on generative AI search and focuses on being cited and recommended inside AI-written answers. In practice, the same fixes serve both.
- [Why Your FAQ Page Is Your Most Important GEO Asset](https://www.seenby.my/blog/faq-page-most-important-geo-asset-malaysia/): AI tools are built around questions and answers, so a well-written FAQ is some of the most citable content on your website: each entry is a ready-made answer AI can quote. Answer the real questions customers ask about pricing, process, comparisons and trust in 50 to 150 words each, add FAQPage schema, and put FAQs on every service page as well as a standalone page.
- [GEO for New vs Established Businesses in Malaysia: Who Benefits More?](https://www.seenby.my/blog/geo-new-vs-established-businesses-malaysia/): Both can win in AI search, from different starting points. Established businesses have existing reviews and mentions but often carry outdated content, missing schema and inconsistent listings that make them less visible than they should be. New businesses start with no signals, but can build them correctly from day one: a complete Google Business Profile, factual service pages, schema markup, directory listings and early reviews.
- [How to Write Content That AI Will Actually Cite in Malaysia](https://www.seenby.my/blog/how-to-write-content-ai-wants-to-cite-malaysia/): AI tools cite content that is specific, factual, clearly structured and written to answer a question directly, such as exact figures, step-by-step processes and clear definitions. Generic marketing copy rarely gets quoted. You don't need to rewrite your whole site: improve your service pages, FAQ section and informational posts first. Writing for AI citability also supports your Google SEO.
- [Local SEO vs GEO: What Is Actually Different for Malaysian Businesses?](https://www.seenby.my/blog/local-seo-vs-geo-malaysia/): Local SEO gets your business into Google's local results: the Map Pack, Google Maps and location-based searches. GEO gets your business recommended by AI tools like ChatGPT, Perplexity and Gemini. They share a foundation (a complete Google Business Profile, consistent name, address and phone, and reviews), then diverge: Local SEO focuses on ranking signals, GEO on content depth and citability.
- [What Are Malaysians Actually Searching on ChatGPT vs Google?](https://www.seenby.my/blog/what-malaysians-search-chatgpt-vs-google/): On Google, Malaysians type short keyword searches of two to five words. On ChatGPT and Perplexity they ask full, conversational questions that include their situation, budget, location and requirements. Your content needs to serve both: keep keyword-focused pages for Google, and add FAQ sections that answer the longer, specific questions people ask AI.
- [Why Your About Us Page Matters More Than Ever in 2026](https://www.seenby.my/blog/why-about-us-page-matters-geo-malaysia/): AI tools check credibility before recommending a business, and your About page is where they look for it. A vague About page gives AI nothing to go on. Include full names, qualifications and experience of your founder or key team, professional registrations and memberships, a specific founding story, a real address, and how long you've operated, and link team profiles to LinkedIn.
- [GEO Statistics Malaysia 2026: AI Search Adoption and Visibility Data](https://www.seenby.my/blog/geo-statistics-malaysia-2025/): AI-driven web traffic grew 527% in the 12 months to early 2025 (Previsible, via Search Engine Land). Research from Princeton, Georgia Tech and IIT Delhi found GEO-optimised content received 30–115% more visibility in AI-generated answers. Yet only 22% of marketers actively track AI search visibility (Digitaloft, 2025), which leaves an early-mover advantage for Malaysian businesses that start now.
- [Google Reviews vs Website — Which Matters More for Visibility?](https://www.seenby.my/blog/google-reviews-vs-website-visibility-malaysia/): You need both, because they do different jobs. Google reviews are the fastest way to build the trust signals that AI and Google Maps use, while your website controls how AI describes what you do, who you serve and why you're the right choice. With limited resources, start with reviews for short-term gains, then invest in website content for lasting visibility.
- [How Does ChatGPT Decide What to Recommend?](https://www.seenby.my/blog/how-chatgpt-decides-what-to-recommend-malaysia/): ChatGPT names businesses based on what it learned in training and what it retrieves from the web. Five things decide who gets named: how often your business is mentioned, where those mentions appear, what is said about you, whether your own website is citable, and whether your details are consistent across platforms. Paid ads play no part.
- [Why Google Isn't Enough Anymore for Malaysian Businesses](https://www.seenby.my/blog/why-google-isnt-enough-malaysia/): More Malaysians now start with AI tools like ChatGPT, Perplexity and Google AI Overviews, especially for recommendations and comparisons, and these tools give a direct answer instead of a list of links. A business that ranks on Google but isn't optimised for AI misses these customers. Keep doing SEO, and layer GEO on top: schema markup, AI crawler access, llms.txt and brand signals across platforms.
- [Why Some Businesses Get Recommended by AI and Others Don't](https://www.seenby.my/blog/why-some-businesses-recommended-by-ai-malaysia/): It isn't random. The businesses AI recommends have six signals in place: AI crawlers can access their site, their content clearly says what they do, schema markup confirms their details, they have plenty of specific reviews, other sites mention them, and their name, address and phone number match everywhere. Size and ad budget don't matter, so small businesses can compete.
- [Why Your Website Traffic Is Dropping in 2026 Malaysia](https://www.seenby.my/blog/why-website-traffic-dropping-2025-malaysia/): If your Google rankings haven't changed but traffic is falling, the likely cause is zero-click search: Google AI Overviews and AI tools answer the question on their own page, so fewer people click through. The fix is to appear inside the AI answer: clear question-and-answer content, FAQPage and HowTo schema, strong author and business credibility signals, and AI crawler access.
- [The True Cost of Being Invisible to AI Search in Malaysia](https://www.seenby.my/blog/cost-of-being-invisible-ai-search-malaysia/): When your business doesn't appear in ChatGPT, Perplexity or Google AI Overviews, every customer who asks AI for a recommendation in your category is sent to a competitor, and you never see the lead you lost. The cost shows up as missed leads, lost revenue and a weaker competitive position, and it grows as more Malaysians start their search with AI.
- [GEO Checklist for Malaysian Businesses: 10 Things to Fix This Week](https://www.seenby.my/blog/geo-checklist-malaysian-businesses/): The ten fixes that matter most are: a complete Google Business Profile, consistent business details everywhere, a website that says who you are, what you do and where, an FAQ section, recent Google reviews, listings in Malaysian directories, AI crawler access, basic schema markup, and content that answers industry questions. Start with AI crawler access. Most items cost nothing but time.
- [Your Malaysian Business Is Invisible to AI Search — Here's What That Means](https://www.seenby.my/blog/geo-for-malaysian-sme/): GEO (Generative Engine Optimization) makes your business visible to AI tools like ChatGPT, Perplexity and Google AI Overviews, which more Malaysians now use to find and compare businesses. SMEs that aren't optimised for AI are invisible to those customers. Three free first steps: complete your Google Business Profile, make sure robots.txt isn't blocking AI crawlers, and ask customers for detailed Google reviews.
- [GEO vs SEO: What's the Difference — and Which One Does Your Business Actually Need?](https://www.seenby.my/blog/geo-vs-seo/): SEO helps your website rank in Google's traditional blue-link results, using signals like backlinks, keywords and page speed. GEO helps AI tools like ChatGPT and Perplexity recommend your business directly in their answers, using brand mentions, content citability, structured data and AI crawler access. SEO earns clicks; GEO makes AI name you as the answer. Most Malaysian businesses need both.
- [Google AI Overviews Malaysia: What Every Business Owner Needs to Know](https://www.seenby.my/blog/google-ai-overviews-malaysia/): Google AI Overviews are AI-generated summaries shown at the top of Google results, above the blue links, and they now appear in Malaysian searches, especially informational and comparison queries. They often answer the question without a click. To be included, publish clear content that directly answers customer questions, add schema markup, build reviews and mentions, and allow AI crawlers in robots.txt.
- [How Google Reviews Affect Your AI Search Visibility in Malaysia](https://www.seenby.my/blog/google-reviews-ai-search-visibility-malaysia/): Google reviews are one of the strongest signals AI uses to decide which businesses to recommend. Businesses that appear consistently typically have at least 20 to 30 reviews averaging 4.2 or higher, but recency matters more than count. AI reads the review text too, so reviews that mention specific services, staff and outcomes help it describe you accurately. Respond to reviews, including negative ones.
- [How Long Does GEO Take to Work? What Malaysian Businesses Should Expect](https://www.seenby.my/blog/how-long-does-geo-take-to-work-malaysia/): Technical fixes such as allowing AI crawlers and adding schema markup can show results within two to four weeks, once AI bots re-crawl your site. Content changes and review building take longer: typically two to four months before you appear consistently in AI recommendations for competitive queries. Visibility keeps compounding after that, with months six to twelve building authority.
- [How to Check if Your Business Appears in ChatGPT and Perplexity](https://www.seenby.my/blog/how-to-check-business-chatgpt-perplexity/): Ask ChatGPT for your business category plus location, the way a real customer would phrase it (for example, 'best physiotherapy clinic in Bangsar'), and note whether you appear and whether the details are accurate. In Perplexity, check which sources it cites. Then check Google AI Overviews for the same queries. Repeat this audit every quarter.
- [Why Your Malaysian Website Might Be Blocking AI Crawlers Without You Knowing](https://www.seenby.my/blog/website-blocking-ai-crawlers-malaysia/): Visit yourdomain.com/robots.txt and look for 'Disallow: /' under GPTBot, PerplexityBot, Google-Extended or the wildcard '*'. If you see it, AI tools can't read your site, so they can't recommend you. Allow GPTBot, OAI-SearchBot, PerplexityBot, Google-Extended and anthropic-ai unless you have a specific reason not to, and block only private areas like admin pages.
- [What is a GEO Score — and What's a Good One for a Malaysian Business?](https://www.seenby.my/blog/what-is-a-geo-score-malaysia/): A GEO score is a 0–100 measure of how visible your business is to AI search tools like ChatGPT, Perplexity and Google AI Overviews. It has five dimensions worth 20 points each: AI Citability, Brand Authority, Content Quality, Technical Foundations and Structured Data. Most Malaysian businesses score 20–40 on their first audit; 60 or above is a strong competitive position.
- [What is GEO? Why Malaysian Businesses Need to Care About AI Search Now](https://www.seenby.my/blog/what-is-geo/): GEO (Generative Engine Optimization) is the work of making your business visible to AI tools like ChatGPT, Perplexity and Google AI Overviews, so they name you when customers ask for a recommendation. Where SEO aims to rank your website in Google's blue links, GEO builds the signals AI relies on: AI citability, brand authority, content quality, technical foundations and structured data.
- [What is llms.txt — and Does Your Malaysian Website Need One?](https://www.seenby.my/blog/what-is-llms-txt-malaysia/): llms.txt is a plain-text file at the root of your website (yourdomain.com/llms.txt) that tells AI tools what your site contains and which pages matter most. Where robots.txt controls what crawlers may access, llms.txt gives them context. It isn't required to appear in AI search, but it makes it easier for AI to describe and recommend your business accurately.
- [What is Schema Markup — and Why Every Malaysian Business Website Needs It](https://www.seenby.my/blog/what-is-schema-markup-malaysia/): Schema markup is structured code (usually a JSON-LD block) that tells AI tools and search engines exactly who your business is, what you offer, where you are and how to contact you. Without it, AI has to guess from your page text. At minimum, add LocalBusiness schema, a more specific type such as MedicalClinic or LegalService, and FAQPage schema for common questions.
- [Why Does My Competitor Show Up in ChatGPT But I Don't?](https://www.seenby.my/blog/why-competitor-shows-up-chatgpt/): ChatGPT recommends businesses it has the most evidence about: detailed website content, accurate listings across directories, positive reviews, correct schema markup and mentions on third-party sites. If your competitor has more of these signals, AI is more confident naming them. Some fixes, like allowing AI crawlers and correcting schema, work within weeks; content authority and brand mentions take two to six months.

## Industry Guides

GEO guides for specific Malaysian industries.

- [GEO for B2B Companies in Malaysia: Does It Actually Work?](https://www.seenby.my/blog/geo-for-b2b-companies-malaysia/): Yes, GEO works for B2B. Malaysian decision-makers increasingly use ChatGPT and Perplexity early in vendor research, so AI often shapes the shortlist before anyone contacts you. B2B GEO is about credibility at that research stage: case studies with specific outcomes, capability statements, clear explanations of how you work, and FAQ content that answers common procurement questions.
- [GEO for Car Workshops and Dealerships in Malaysia: Getting Recommended by AI](https://www.seenby.my/blog/geo-for-car-workshops-dealerships-malaysia/): Car workshops and dealerships get recommended by AI when they publish a page for each service, list the car brands they specialise in or are authorised for, show realistic price ranges, and display their registration and manufacturer authorisation. Google reviews that mention specific services and car models help AI match you to queries like which workshop to trust for a particular repair.
- [GEO for E-Commerce and Online Stores in Malaysia: How to Get Recommended by AI](https://www.seenby.my/blog/geo-for-ecommerce-online-stores-malaysia/): Online stores get recommended by AI when they have their own website with detailed product content, credible reviews and consistent brand mentions, not just a Shopee or Lazada listing. Write product descriptions that answer real buyer questions (materials, sizes, use cases, who it suits, honest comparisons) and add product schema. Running both a marketplace presence and your own site is the strongest position.
- [GEO for Fitness Studios and Gyms in Malaysia: How to Get Found by AI](https://www.seenby.my/blog/geo-for-fitness-studios-gyms-malaysia/): Gyms and fitness studios get recommended by AI when they give a page to each class or training format, explaining intensity, who it suits and what the first session is like. Show trainer credentials, publish membership pricing and trial rates, and add an FAQ on trials, cancellations and schedules. These specifics let AI match your studio to the exact person asking.
- [GEO for Insurance Agents in Malaysia: Getting Recommended by AI](https://www.seenby.my/blog/geo-for-insurance-agents-malaysia/): Insurance agents get recommended by AI when they have their own website with clearly stated licences and memberships, educational content on questions like conventional insurance versus takaful or choosing a medical card, and Google reviews from clients. Display your Bank Negara licence number and any MTA or LIAM membership, since regulatory credentials are the main trust signal AI checks.
- [GEO for Recruitment and HR Agencies in Malaysia: Getting Found by AI](https://www.seenby.my/blog/geo-for-recruitment-hr-agencies-malaysia/): Recruitment agencies get recommended by AI when they state their industry and role specialisations explicitly and write separately for their two audiences: employers and job seekers. For employers, cover typical placement timelines, fee structure and guarantee periods; for candidates, explain how placement works. Vague 'full-service recruitment' positioning gets lost, while clear specialisation gets cited.
- [GEO for Renovation and Interior Design Companies in Malaysia: How to Get Found by AI](https://www.seenby.my/blog/geo-for-renovation-interior-design-malaysia/): Renovation and interior design firms get recommended by AI when they answer the questions homeowners ask before hiring: cost per square foot, timelines, what a quote includes, and how to compare contractors. Show project examples with property type, size, budget range and timeline, display your CIDB registration, add HomeAndConstructionBusiness or GeneralContractor schema, and collect reviews that mention specific projects.
- [GEO for Veterinary Clinics in Malaysia: Getting Recommended by AI When Pet Owners Search](https://www.seenby.my/blog/geo-for-veterinary-clinics-malaysia/): Vet clinics get recommended by AI when they have pages for the species they treat and the services they offer, display their DVS registration and each vet's qualifications, and publish indicative fees for common services like consultations, vaccinations and neutering. Add veterinary schema markup and collect Google reviews that mention specific animals and treatments.
- [GEO for Accounting Firms and Tax Agents in Malaysia: Getting Recommended by AI When Businesses Search](https://www.seenby.my/blog/geo-for-accounting-firms-malaysia/): Accounting firms get recommended by AI when their websites clearly explain specific services such as SST filing, corporate tax and audit, and answer the questions clients ask about deadlines, penalties and documents. Consistent details across directories, schema markup, and Google reviews that mention specific services (aim for 20 or more, averaging above 4.2) give ChatGPT and Perplexity the confidence to name your firm.
- [GEO for Aesthetic Clinics in Malaysia: Getting Recommended by AI When Patients Research Treatments](https://www.seenby.my/blog/geo-for-aesthetic-clinics-malaysia/): Aesthetic clinics get recommended by AI when they publish a detailed page for each treatment, state their doctors' qualifications and approach to patient safety, and answer the questions patients ask before booking, like how long Botox lasts. A complete Google Business Profile and reviews that mention specific treatments and results give ChatGPT and Perplexity the specifics they need to recommend you.
- [GEO for Dental Clinics in Malaysia: How to Get Recommended by AI When Patients Search](https://www.seenby.my/blog/geo-for-dental-clinics-malaysia/): Dental clinics get recommended by AI when each treatment, such as implants, Invisalign, whitening and paediatric dentistry, has its own page covering the procedure, cost range and what to expect. Add Dentist and MedicalClinic schema, state qualifications, languages and opening hours, and encourage reviews that name specific treatments. Aim for a rating above 4.3 with at least 30 reviews.
- [GEO for Financial Advisors and Unit Trust Agents in Malaysia: Getting Found by AI When Clients Are Ready to Invest](https://www.seenby.my/blog/geo-for-financial-advisors-malaysia/): Financial advisors and unit trust agents get found by AI when they publish content that answers the questions their clients are asking, such as unit trusts versus ETFs, what fee-based advice costs, or how to start investing on a modest salary. Clearly stating your SC licence, CFP or ChFC designation, plus reviews and documented client outcomes, gives AI the trust signals it needs to recommend you.
- [GEO for Mental Health Clinics in Malaysia: Being Found by Patients Who Need You Most](https://www.seenby.my/blog/geo-for-mental-health-clinics-malaysia/): Therapists and mental health clinics get found through AI when their content describes the experiences patients search for, such as burnout, anxiety or grief, rather than only clinical terms. State your qualifications, registration body, specialisations and methods like CBT or EMDR, plus practical details: online sessions, evening availability, fee range and whether you see adolescents.
- [GEO for Clinics and GP Practices in Malaysia: Getting Found by Patients on AI Search](https://www.seenby.my/blog/geo-for-clinics-gp-malaysia/): GP clinics appear in ChatGPT and Google AI Overviews when AI can find the practical details patients ask about: services, opening hours including weekends and public holidays, languages spoken, walk-in policy and panel insurance. Complete your Google Business Profile, add MedicalClinic schema markup, make sure robots.txt allows AI crawlers, and collect reviews that mention specific doctors and services.
- [GEO for F&B Businesses in Malaysia: How to Get Your Restaurant Found by AI](https://www.seenby.my/blog/geo-for-fnb-malaysia/): Restaurants and cafés get recommended by AI when their Google Business Profile states cuisine, halal status, price range and opening hours, and their website or listing describes their signature dishes. Keep these details consistent across every platform. Reviews that mention specific dishes help AI match you to food-specific queries, and delivery-platform listings are not a substitute for your own presence.
- [GEO for Malaysian Law Firms: How to Get Your Practice Found by AI Search](https://www.seenby.my/blog/geo-for-law-firms-malaysia/): Law firms get recommended by ChatGPT and Perplexity when they have detailed practice area pages naming the specific matters they handle, LegalService schema markup, complete lawyer profiles on their site and LinkedIn, and genuine Google reviews. AI often recommends individual lawyers by name, so profiles covering qualifications, year of call, specialisations and languages spoken give your firm a stronger presence.
- [GEO for Private Hospitals in Malaysia: How Patients Are Finding You on AI — and What You're Missing](https://www.seenby.my/blog/geo-for-private-hospitals-malaysia/): Private hospitals get recommended by AI when each specialty and department has its own page describing conditions treated, procedures offered and the team's qualifications. Add Hospital and MedicalClinic schema markup, keep AI crawlers unblocked, keep details consistent across directories and insurance panel listings, and answer decision-making questions about specialists, panels, admission and waiting times.
- [GEO for Property Agents in Malaysia: How to Get Found by Buyers and Sellers on AI Search](https://www.seenby.my/blog/geo-for-property-agents-malaysia/): Property agents get recommended by AI when their online presence is tied to a specific area and property type. Publish area-specific content such as first-time buyer guides and local price trends, state your REN or REA number, languages and experience, and collect reviews that mention specific transactions. Your own website gives you far more GEO control than portal listings alone.
- [GEO for Tuition Centres in Malaysia: How to Get Found by Parents on AI Search](https://www.seenby.my/blog/geo-for-tuition-centres-malaysia/): Tuition centres get recommended by AI when they have a page for each subject and exam level, such as SPM Add Maths or IGCSE English, covering class sizes, teaching methods, teacher qualifications, schedules, fees and results. Parents rely on peer opinion, so reviews that mention specific subjects, teachers and improvements carry the most weight. Aim for at least 25 detailed reviews.

## Optional

The same guidance in Bahasa Malaysia and Chinese.

- [GEO untuk Firma Guaman Malaysia: Cara Firma Anda Ditemui oleh Carian AI](https://www.seenby.my/blog/geo-untuk-firma-guaman-malaysia/): Firma guaman dicadangkan oleh ChatGPT dan Perplexity apabila mereka mempunyai halaman bidang amalan terperinci yang menamakan jenis kes khusus yang dikendalikan, schema markup LegalService, profil peguam yang lengkap di laman web dan LinkedIn, serta ulasan Google yang tulen. AI kerap mencadangkan peguam secara bernama, jadi profil yang menyatakan kelayakan, tahun diterima masuk, pengkhususan dan bahasa amat membantu. (Bahasa Malaysia)
- [GEO untuk Perniagaan F&B di Malaysia: Cara Restoran Anda Ditemui oleh AI](https://www.seenby.my/blog/geo-untuk-fnb-malaysia/): Restoran dan kafe dicadangkan oleh AI apabila Google Business Profile mereka menyatakan jenis masakan, status halal, julat harga dan waktu operasi, dan laman web atau penyenaraian mereka menerangkan hidangan istimewa. Pastikan maklumat ini konsisten di semua platform. Ulasan yang menyebut hidangan tertentu membantu AI memadankan anda dengan pertanyaan khusus, dan platform penghantaran bukan pengganti kehadiran anda sendiri. (Bahasa Malaysia)
- [GEO untuk Klinik dan Amalan GP di Malaysia: Ditemui Pesakit Melalui Carian AI](https://www.seenby.my/blog/geo-untuk-klinik-gp-malaysia/): Klinik GP muncul dalam ChatGPT dan Google AI Overviews apabila AI dapat mencari maklumat praktikal yang ditanya pesakit: perkhidmatan, waktu operasi termasuk hujung minggu dan cuti umum, bahasa doktor, polisi walk-in dan panel insurans. Lengkapkan Google Business Profile, tambah schema markup MedicalClinic, pastikan robots.txt membenarkan AI crawler, dan kumpulkan ulasan yang menyebut doktor dan perkhidmatan tertentu. (Bahasa Malaysia)
- [马来西亚商家GEO优化清单：本周必做的10件事](https://www.seenby.my/blog/geo-youhua-qingdan-malaysia/): 最重要的十件事：完整的Google Business Profile、各平台一致的商家信息、清楚说明你是谁、做什么、在哪里的网站、FAQ常见问题、最新的Google评论、马来西亚相关目录的列表、允许AI爬虫访问、基本的schema markup，以及回答行业问题的内容。先从AI爬虫访问开始。大多数事项只需要时间，不需要预算。 (Chinese)
- [Kenapa Pesaing Saya Muncul dalam ChatGPT Tapi Saya Tidak?](https://www.seenby.my/blog/kenapa-pesaing-muncul-chatgpt-malaysia/): ChatGPT mengesyorkan perniagaan yang paling banyak bukti tentangnya: kandungan laman web yang terperinci, penyenaraian tepat di direktori, ulasan positif, schema markup yang betul dan sebutan di laman pihak ketiga. Jika pesaing anda mempunyai lebih banyak isyarat ini, AI lebih yakin menamakan mereka. Sesetengah pembaikan memberi kesan dalam beberapa minggu; autoriti kandungan dan sebutan jenama mengambil masa 2–6 bulan. (Bahasa Malaysia)
- [Senarai Semak GEO untuk Perniagaan Malaysia: 10 Perkara yang Perlu Diperbaiki Minggu Ini](https://www.seenby.my/blog/senarai-semak-geo-perniagaan-malaysia/): Sepuluh perkara paling penting: Google Business Profile yang lengkap, maklumat perniagaan yang konsisten, laman web yang menyatakan siapa anda, apa yang anda buat dan di mana, bahagian FAQ, ulasan Google terkini, penyenaraian dalam direktori Malaysia, akses AI crawler, schema markup asas, dan kandungan yang menjawab soalan industri. Mulakan dengan akses AI crawler. Kebanyakannya percuma. (Bahasa Malaysia)
- [为什么我的竞争对手出现在ChatGPT，而我没有？](https://www.seenby.my/blog/weishenme-jingzheng-chatgpt-malaysia/): ChatGPT会推荐它掌握最多证据的商家：详细的网站内容、各目录中准确的商家信息、正面评论、正确的schema markup，以及第三方网站的提及。如果竞争对手拥有更多这些信号，AI推荐他们时就更有把握。允许AI爬虫、修复schema markup等改进几周内就能见效；内容权威和品牌提及则需要2–6个月。 (Chinese)

## Company

SeenBy Digital is an AI search visibility agency focused on the Malaysian market. Its mission is to help local businesses appear in AI-generated recommendations before their competitors do. The service is positioned as a complement to (not a replacement for) existing SEO agencies.