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Who can help my business appear in AI search results in Malaysia?

By Bernard Leong

Co-Founder, Geo One

15 October 2026
Who can help my business appear in AI search results in Malaysia?

Who can help my business appear in AI search results in Malaysia?

Four kinds of help exist, and they fix different problems. Your web developer or hosting provider can fix crawler access, which decides whether AI systems can read your site at all. A Search Engine Optimisation (SEO) agency can fix your pages, links and local listings. A Generative Engine Optimisation (GEO) and Answer Engine Optimisation (AEO) specialist, that is, someone optimising for assistants that generate answers rather than for a ranked list of links, works on the signals those assistants use to understand and verify a business, then tracks whether it actually gets mentioned. The fourth is you: your facts, your approvals, your reviews. None of the four can make an assistant name you, and the last section explains why.

Written for owners and practice managers of Klang Valley professional-services firms with 2 to 50 staff. Disclosure: this comes from Geo One, a GEO and AEO agency in Kuala Lumpur, so we are one of the four options below.

Two checks that tell you which one to call

Run these before you brief anyone. They take about twenty minutes and they decide where your money should go first.

Check one: open yourdomain.com/robots.txt in a browser. That file is public, no login, no developer needed. It is a plain text list telling automated readers which parts of your site they may fetch. Search the page for GPTBot, OAI-SearchBot, ClaudeBot, Claude-User, PerplexityBot and Google-Extended. A block looks like this:

User-agent: GPTBot
Disallow: /

Three things are worth knowing about what you find:

  • GPTBot collects content for training. OAI-SearchBot fetches pages so ChatGPT can cite them live. They are separate crawlers, but a rule written to keep your content out of training is often written broadly enough to catch both. Keeping training crawlers out is a legitimate policy choice. Blocking the search crawler removes you from the pool of pages ChatGPT can cite at all, a different decision, usually made by accident.
  • Google-Extended governs Gemini, not Google's AI Overviews. AI Overviews are served from Google's normal search index, so blocking Google-Extended will not take you out of them, and unblocking it will not put you in.
  • If your robots.txt looks clean and assistants still cannot reach you, the block is probably not on your website. It sits in the security layer in front of it, in Cloudflare, or in your host's firewall, where your web team may never have opened the panel. Some hosts and CDNs apply AI-crawler rules by default, and several SEO and security plugins ship a one-click "block AI bots" toggle, so the block may predate anyone currently on your team. Open the panel rather than assuming.

Current bot names and IP ranges are published in the OpenAI platform documentation, in Anthropic's support documentation, and for the edge layer in Cloudflare's bot controls. Anything you find here is a developer or hosting job, not an agency job, and it is usually an afternoon's work.

Check two: ask the same buying question in ChatGPT, Gemini, Perplexity and Google. Phrase it the way a client would, "best conveyancing lawyer in Petaling Jaya", "vet clinic near Bangsar open Sunday", "audit firm in Puchong for a Sdn Bhd", and ask it once in English and once in Bahasa Malaysia. Eight to twelve questions is enough to see a pattern; four is not.

Two practical notes. Use a logged-out or temporary chat, so the assistant is not answering from your own history. And expect the same question to produce different names on different days: you are sampling, not measuring. Write the answers into a spreadsheet with the date, the engine and the language, and repeat it monthly, that record is the only baseline you will have when a provider later claims improvement. If most of your enquiries come in Malay, tracking both languages separately matters more than the English total.

You will get one of three results:

  • You are named but described wrongly, old address, services you dropped, the wrong partner. That is an entity and source-consistency problem, and it usually starts with your own listings rather than an agency. We cover the repair sequence in what to do when an AI assistant describes your business wrongly.
  • Competitors are named and you are not. That is the GEO and AEO case, and it is the only one of the three where paying a specialist is clearly the right first move.
  • Nothing local is named at all, the assistant returns generic advice, or a directory page. Your category is unclaimed in that engine. This is the cheapest position to win from and the easiest to lose by waiting.

What "appearing in AI search results" actually means

It means your business gets named, described correctly and ideally linked when someone asks an assistant a buying question. Two separate surfaces are involved: the AI summary above normal Google results, and standalone assistants, ChatGPT, Claude, Gemini, Perplexity.

There is no position one in an assistant's answer. It either names you or it doesn't, and the result shifts by prompt, by language and by day. So the work is measured as how often you are mentioned across a fixed set of tracked buyer questions, not as a rank. For where the line sits between this and ordinary search, start with our explainer on how GEO differs from SEO.

The four kinds of help, and what each one will not do

Your web developer or hosting provider. Best for access problems, everything check one turns up. They will not write your content or tell you whether an assistant mentions you.

A general SEO agency. Best for the groundwork: useful pages, clean site structure, a complete Google Business Profile, genuine reviews. That work overlaps heavily with GEO, because both need pages an automated reader can reach and facts that agree with each other across sources. What a standard retainer usually leaves out is prompt-level tracking inside assistants.

A GEO and AEO specialist. Best for the layer above traditional search: structuring content so an assistant can extract a clear, verifiable answer about your business; making entity signals consistent across directories, review platforms and third-party publications; and tracking mentions across all four engines rather than reporting a single blended score. A specialist should be able to show you, before you sign anything, a version of check two run properly, which assistants name you, which name a competitor, which return nothing local. That baseline is what the work is measured against. If they cannot produce it, they are selling SEO. For what this costs over a first year, see our GEO budget breakdown.

You. No agency can substitute for accurate, approved information at the source, and for a small firm that list is short enough to finish in a morning:

  • Name, address, phone and opening hours identical on your website, your Google Business Profile and Waze, including whether you open on Saturdays and public holidays.
  • Your SSM-registered name and your trading name both present somewhere on the site, so an assistant can connect the two.
  • Professional credentials listed where a public register can confirm them, bodies such as the Malaysian Bar, the Malaysian Institute of Accountants and the Malaysian Medical Council publish member listings, and agreement with those pages is a verification signal.
  • Services you actually still offer, with the ones you dropped removed.
  • Recent reviews, and replies to them.

Fix them in that order: access first, then facts, then the specialist work. Paying for mention-building while your robots.txt blocks the crawler is money spent on a closed door.

The limits of what any provider can commit to

Assistants decide what to say, and they do not publish the rule behind it. A business that is reachable, consistently described and well cited is more likely to be named than one that is none of those things, but likelihood is the whole claim. No provider controls the output, so none can promise you a mention in ChatGPT or a place in an AI Overview. What a provider can commit to is the input: the access, the structure, the consistency, and an honest record of how often you are named before and after.


Geo One is a GEO and AEO agency based in Kuala Lumpur, serving professional-services businesses across the Klang Valley.

Frequently asked questions

Can anyone guarantee my business will be mentioned by ChatGPT or Gemini?

No. None of the four kinds of help can promise a mention. There is no position one in an assistant's answer: it either names you or it doesn't, and the result shifts by prompt, by language and by day. That is why the work is measured as how often you are mentioned across a fixed set of tracked buyer questions, rather than as a rank.

Do I need a developer or an SEO agency for this?

It depends on the problem. A web developer or hosting provider fixes crawler access, which decides whether AI systems can read your site at all, and can usually sort this in an afternoon. An SEO agency handles the groundwork: useful pages, clean site structure, a complete Google Business Profile and genuine reviews. A GEO and AEO specialist works on the signals assistants use to verify a business and tracks mentions.

Why might AI assistants not be able to read my website?

Two things commonly go wrong. A robots.txt rule written to keep your content out of model training can also block the search-time agent that decides whether you are eligible to be cited live. Second, the block may not sit in your website at all, but in the security layer in front of it. Those settings are managed outside your CMS, so your web team may never have opened that panel.

Which AI crawlers should my web team be checking for?

The crawlers that matter have names. OpenAI runs GPTBot and a separate search-time agent, and Anthropic runs ClaudeBot alongside its own search and user agents. Current bot names and address ranges are published in the OpenAI platform documentation and the Anthropic documentation. If a security layer such as Cloudflare sits in front of your site, its AI crawler controls need checking too.

How is this different from the SEO work I already pay for?

General SEO covers the groundwork and overlaps with GEO, because both need pages an automated reader can reach and facts that agree with each other. What a standard SEO retainer often leaves out is prompt-level tracking inside assistants. GEO and AEO work focuses on the signals assistants use to understand and verify a business, then tracks whether it actually gets mentioned.

explainer on how GEO differs from SEO

Bernard Leong

Co-Founder, Geo One

Nearly 20 years across energy, capital strategy and applied AI, including large-scale operational data at BP. Founded SkillsMe and Cryptrain.

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