Key Takeaways
- ChatGPT does not publish a fixed formula for choosing brands.
- When it searches the web, it uses multiple factors intended to surface reliable and relevant information.
- Advertising does not influence ChatGPT’s answers.
- Strong SEO can support discoverability, but ranking first on Google does not guarantee a recommendation.
- Clear content, accurate company details and credible third-party information can make a brand easier to research.
How Does ChatGPT Decide Which Brands to Recommend?
ChatGPT does not use a publicly disclosed list of brand-ranking factors.
When ChatGPT searches the web, OpenAI says its systems consider multiple factors intended to surface reliable and relevant information. It may then combine information from several sources into a direct answer rather than simply showing a list of websites.
The result depends heavily on the question.
For example:
“Who offers enterprise SEO in Malaysia?”
may produce different suggestions from:
“Which SEO agency is suitable for local businesses?”
The intent is different, so the answer may also be different.
OpenAI does not publish the precise weighting behind these results, and there is no guaranteed way to secure top placement in ChatGPT Search.
For Malaysian businesses, this means ranking well on Google and appearing in ChatGPT are two different outcomes. Strong search visibility may help people and search systems discover your business, but it does not guarantee that ChatGPT will recommend it.
Read More: Why Is My Brand Not Appearing in AI Answers?
What Information Can ChatGPT Use?
ChatGPT may answer from its existing model knowledge or search the web for current information.
When web search is used, it can retrieve information from relevant online sources and may provide citations.
OpenAI has not confirmed that reviews, awards, media mentions, directories or structured data form a specific ranking checklist. However, several factors can make a business easier to understand and research.
| Factor | Why It Can Help |
| Clear website content | Explains what the business offers and where it operates. |
| Crawlability | Allows eligible public pages to be accessed by search crawlers. |
| Useful content | Provides information that can support a well-sourced answer. |
| Third-party coverage | Gives users and research systems additional sources to consult. |
| Consistent details | Makes the business easier to identify across platforms. |
| Current information | Reduces the risk of outdated details being repeated. |
These are sensible discoverability practices, not a guaranteed ChatGPT ranking formula.
Is ChatGPT Looking for the “Best” Brand?
Not necessarily.
ChatGPT generally tries to answer the user’s specific question rather than select one universal best company.
A request for a large enterprise software provider may produce a different answer from a request for a small local consultant.
The result may depend on:
- Prompt wording
- User location
- Service type
- Available sources
- Information freshness
- Whether ChatGPT searches the web
Brands that clearly explain what they do, where they operate and who they serve may be easier to match with specific requests.
That does not guarantee a recommendation, but it can improve clarity and relevance.
Why Does Authority Matter?
Imagine two accounting firms.
Firm A has a polished website but very little information elsewhere.
Firm B has a clear website, authentic reviews, relevant case studies, professional memberships and mentions in reputable publications.
A customer may find Firm B easier to evaluate because more independent information is available.
ChatGPT may also encounter third-party sources when researching an answer. Emerging AI-search research suggests that authoritative coverage and evidence-rich content can influence which sources appear in generated answers.
However, OpenAI does not identify media mentions, awards, reviews or directories as guaranteed ranking factors.
Authority is best treated as something a business demonstrates through useful content and verifiable evidence, not as a shortcut to an AI recommendation.
Does SEO Still Matter?
Yes, but its role should be understood carefully.
SEO can make a website easier for search systems to crawl, understand and retrieve.
For ChatGPT Search specifically, OpenAI says website owners should allow its OAI-SearchBot crawler to access their sites if they want their pages to be eligible for inclusion.
Useful SEO foundations include:
Technical accessibility: Crawlable pages and clear site architecture.
Content quality: Helpful pages that accurately answer customer questions.
Clear business information: Services, locations, contact details and expertise that are easy to find.
Structured data: Standardised information that helps supported search engines interpret page content.
Consistent identity: Matching names, URLs and official profile links.
SEO can support AI-search discoverability, but neither conventional SEO nor a first-place Google ranking guarantees inclusion in a ChatGPT answer.
Why Can Third-Party Mentions Be Useful?
Your website explains your business from your perspective. Independent sources provide additional context.
Useful references may include:
- Reputable editorial coverage
- Professional memberships and certifications
- Authentic customer reviews
- Expert interviews and conference appearances
- Accurate listings on credible business platforms
These sources can help customers assess whether a business is established and suitable. They may also be available to ChatGPT when it searches the web.
However, no individual mention guarantees a recommendation. Source quality, relevance and the wording of the prompt can all affect the result.
Do Customer Reviews Influence ChatGPT?
Reviews may play an indirect role, but the relationship should not be overstated.
OpenAI has not confirmed customer reviews as a direct or separately weighted recommendation factor.
However, reviews may appear in sources ChatGPT finds while searching. They also help potential customers assess service quality, common strengths and customer satisfaction.
Businesses should focus on collecting genuine reviews rather than attempting to manipulate ratings.
How Important Is Consistency Across the Internet?
Consistency is useful, although OpenAI has not confirmed it as a standalone ranking factor.
When company names, websites, addresses or contact details differ across platforms, customers and automated systems may struggle to determine which information is correct.
Businesses should keep the following details accurate:
| Information | Recommended Practice |
| Business name | Use the official or established brand name. |
| Website URL | Link to the correct primary website. |
| Address | Update changes across major profiles. |
| Contact number | Remove outdated numbers. |
| Core services | Describe services accurately and consistently. |
| Social profiles | Link official accounts to the main website. |
Consistency does not guarantee visibility, but it makes a business easier to identify and research.
What Is Entity Optimisation?
Entity optimisation is an industry term for making a company or brand clearly identifiable across the web.
For a business, this may involve:
- Using a consistent company name
- Linking official social profiles
- Publishing accurate company information
- Adding appropriate structured data
- Maintaining reliable business listings
- Earning credible third-party coverage
The goal is to reduce ambiguity and make relationships between brands, products, people and locations clearer.
Entity optimisation may improve machine readability, but it does not guarantee recognition or recommendation by ChatGPT.
Can Small Malaysian Businesses Compete?
Yes.
Small and specialist businesses can appear in ChatGPT answers when they are relevant to the question and enough reliable information is available.
| User Question | Potentially Relevant Business |
| ERP consultant in Penang | Local ERP specialist |
| Halal manufacturer in Johor | Regional manufacturer |
| Boutique law firm for startups | Specialist legal practice |
| Solar installer for factories | Industrial solar provider |
A specialist business may be a strong match for a specific prompt.
However, there is no public evidence that ChatGPT generally favours smaller businesses over larger ones.
The opportunity for Malaysian SMEs comes from clearly explaining:
- What the business does
- Who it serves
- Where it operates
- Which industries it specialises in
- What evidence supports its expertise
What Can Businesses Do to Improve Their Chances?
There is no guaranteed formula, but businesses can improve the quality and accessibility of their public information.
Step 1: Publish Helpful Content
Answer real customer questions clearly and accurately.
Step 2: Make Important Pages Accessible
Ensure valuable pages are crawlable and review access for OAI-SearchBot.
Step 3: Keep Company Information Current
Update company names, services, locations and contact details when changes occur.
Step 4: Collect Authentic Reviews
Use reviews to help customers evaluate the business without treating them as a confirmed ranking factor.
Step 5: Demonstrate Expertise
Publish case studies, research and expert contributions that show genuine experience.
Step 6: Earn Credible Third-Party Coverage
Seek accurate mentions from reputable media and industry organisations.
Step 7: Improve Technical SEO
Maintain clear site architecture, crawlable pages and appropriate structured data.
Step 8: Monitor AI Visibility
Measure results across a representative group of prompts rather than relying on one isolated test.
These activities support customers, search visibility and AI discoverability, but none guarantees a ChatGPT recommendation.
Can You Measure AI Visibility?
Increasingly, yes.
Traditional SEO tools measure rankings, traffic, backlinks and keyword performance.
AI visibility tools examine a different question:
“Does my brand appear in AI-generated answers for relevant prompts?”
Businesses may monitor:
- Brand mentions
- Competitor appearances
- Linked citations
- Citation frequency
- Topic coverage
- Changes in answers over time
Results require careful interpretation. AI answers can vary according to prompt wording, location, model updates, source freshness and repeated testing.
One response should not be treated as a permanent ranking.
A stronger programme measures a representative group of prompts over time and treats the results as directional competitive intelligence.
Does Ranking First on Google Guarantee ChatGPT Recommendations?
No. A high Google ranking may improve general discoverability, but OpenAI does not state that Google ranking position is a direct ChatGPT Search factor.
ChatGPT may use different sources, combine several references or decide that another business is more relevant to the question.
Traditional search visibility and AI visibility should therefore be measured separately.
Is AI Recommendation the Future of Search?
AI-generated recommendations are becoming one part of online discovery.
People can ask questions such as:
- “Which accounting software is suitable for SMEs?”
- “Recommend an SEO agency in Malaysia.”
- “Who provides payroll software for growing companies?”
- “Which industrial solar provider should I research?”
ChatGPT Search can provide a direct answer with links to relevant sources.
However, customers still move between AI assistants, search engines, maps, review platforms, social media and company websites.
Businesses should therefore focus on remaining discoverable across several channels, not only one ranking system.
Read More: What Is AIRM? A Guide to AI Reputation Management
Conclusion
When ChatGPT searches the web, it uses multiple factors intended to surface reliable and relevant information. OpenAI does not publish a complete brand-recommendation formula, and it does not guarantee placement. Advertising does not influence ChatGPT’s answers.
Reviews, media coverage, awards, structured data and entity consistency may support research and discoverability, but they should not be taken as confirmed individual ranking factors.
The most defensible strategy is to make your business easy to find, understand and verify by:
- Publishing helpful content
- Maintaining accurate information
- Allowing appropriate crawler access
- Demonstrating real expertise
- Building credible third-party evidence
- Measuring visibility across multiple prompts
AIRM, developed by Rankpage, helps businesses monitor AI brand visibility, track AI citations and understand how they compare against competitors, while Rankpage’s SEO expertise helps strengthen the authority signals that drive both search and AI recommendations.
Sources
- OpenAI, ChatGPT Search
- OpenAI, Introducing ChatGPT Search
- OpenAI, Ads in ChatGPT
- OpenAI, Does ChatGPT Tell the Truth?
- OpenAI, Publishers and Developers FAQ
- Google Search Central, Creating Helpful, Reliable, People-First Content
- Google Search Central, SEO Starter Guide
- Google Search Central, Introduction to Structured Data
- Zhang, He and Yao, From Citation Selection to Citation Absorption
- Chen et al., Generative Engine Optimization: How to Dominate AI Search
FAQs
How Does ChatGPT Choose Which Brands to Recommend?
When ChatGPT uses web search, it considers multiple factors intended to find reliable and relevant information. The result also depends on the wording and context of the question. OpenAI has not published a complete list or weighting of brand-recommendation factors.
Does Ranking First on Google Guarantee ChatGPT Recommendations?
No. A high Google ranking does not guarantee that ChatGPT will mention or recommend a business.
Do Customer Reviews Influence ChatGPT?
Reviews may appear in sources ChatGPT finds while searching, but OpenAI has not confirmed them as a direct recommendation factor. They remain useful because they help customers assess a business.
Can Small Malaysian Businesses Appear in ChatGPT Recommendations?
Yes. A small or specialist business can appear when it is relevant to the question and sufficient reliable information is available.
What Is Entity Optimisation?
Entity optimisation means making a brand’s identity clear and consistent across its website, structured data and reputable online profiles. It may improve machine readability but does not guarantee a recommendation.
How Can I Check If My Brand Appears in ChatGPT?
Test a representative set of prompts and record whether the brand is mentioned or cited. AI visibility platforms such as AIRM can also monitor brand mentions, citations and competitor appearances across multiple AI systems.
Does Advertising Influence ChatGPT Recommendations?
No. OpenAI states that advertising does not influence ChatGPT’s answers.
Can a Business Guarantee It Will Appear in ChatGPT Search?
No. Businesses can improve accessibility and publish reliable information, but inclusion and recommendation outcomes depend on the query and available sources.
