Why Your Competitors Are Mentioned in ChatGPT (And How to Fix Yours)?

How ChatGPT Actually Decides Which Brands to Mention?

The first thing to understand is that ChatGPT doesn’t have a curated list of approved businesses. It doesn’t accept payments for mentions. It doesn’t run a popularity contest based on your Google rankings.

ChatGPT makes brand recommendations based on a combination of two things: what it learned during training (patterns from billions of web pages, articles, forums, and publications up to its knowledge cutoff date) and, for newer versions with web access, what it can find and verify in real time through live web retrieval.

In both cases, the underlying logic is the same: ChatGPT mentions brands it can find reliable, relevant, and consistent evidence for. Evidence that matches what the user is asking about.

That evidence comes from:

• Articles, blog posts, and publications that mention the brand
• Review platforms (Google, Trustpilot, G2, Capterra) AI reads these
• Reddit threads, forums, and community discussions
• Comparison pages and ‘best of’ lists on third-party sites
• The brand’s own website if AI crawlers can access it
• Social media profiles and consistent presence across platforms

Critically, better content often beats better products when AI lacks usable proof. If your competitor has clearer evidence, a comparison page, product reviews, a detailed Wikipedia entry, mentions in industry publications they will get recommended over you, regardless of the actual quality of your work.

The 5 Real Reasons Your Competitors Show Up (And You Don’t)

Reason 1: They Have More Third-Party Mentions

This is the biggest factor. AI systems don’t just read your website, they draw from across the entire web. If your brand is mentioned in industry publications, business directories, news articles, client case studies on third-party sites, and forum discussions, AI systems encounter your name repeatedly and in multiple contexts. That repetition and cross-referencing builds citation confidence.

Your competitor who appears on three ‘Best Web Design Agencies in Singapore’ listicles, is quoted in a Marketing In Asia article, and has active Reddit mentions will consistently beat the company that only publishes content on its own website even if that company’s website is technically superior.

Reason 2: Their Website Is More AI-Readable

AI crawlers read websites differently from human visitors. If your site is heavy with JavaScript, blocked by robots.txt settings that exclude AI bots, or structured in a way that makes the actual content hard to extract from the surrounding code, AI systems will struggle to understand what you offer and that makes them less likely to mention you.

• Specifically: if OAI-SearchBot (ChatGPT’s crawler) or PerplexityBot is blocked in your robots.txt even accidentally ChatGPT is working with outdated training data about your business or no current data at all.
• AI crawlers need access: OAI-SearchBot, PerplexityBot, ClaudeBot, Google-Extended should all be allowed
• Content should be extractable: key service descriptions, pricing indicators, and contact details should be in clean HTML text, not hidden in JavaScript
• llms.txt helps: A curated llms.txt file at yoursite.com/llms.txt can help AI systems navigate your site more efficiently.

Reason 3: They Have Structured Data (Schema Markup)

Schema markup is code you add to your website that explicitly tells AI systems and search engines what your business is, what services you offer, where you’re located, and what your credentials are. It removes ambiguity.

Without it, AI has to infer your business category, services, and authority from the text of your pages. With it, you’ve provided the vocabulary AI systems use to understand and describe you.

Reason 4: They’re on Review and Listing Platforms

AI systems read review platforms extensively. Your Google Business Profile, your Trustpilot or Clutch page, your G2 or Capterra profile, your presence in business directories these are all sources AI models treat as independent, third-party validation of your brand.

A competitor with 50 detailed Google reviews and a well-maintained Clutch profile with client case studies is far more AI-visible than a competitor with an excellent website and no review trail. AI systems use review platforms the same way consumers do as external confirmation that you’re real, active, and trustworthy.

Yext’s analysis of 6.8 million AI citations found that 44% came from first-party websites, and 42% from business listings meaning brand-managed sources account for 86% of AI citations. This is good news: it means you have real control over most of the inputs.

Reason 5: Their Content Answers Buyer Prompts Directly

When a user asks ChatGPT ‘What’s the best web design company in Singapore for eCommerce?’, ChatGPT is searching for content that directly and specifically addresses that question. A competitor with a dedicated page that says exactly who they serve, what they deliver, and who their eCommerce clients are will match that prompt far better than a generic ‘we do everything’ service page.

The content that gets cited in AI answers tends to be:

Why This Matters More Than You Might Think?

The stakes of AI visibility are not small. The numbers are growing fast, and the conversion rates from AI-referred traffic are considerably higher than from traditional search.

That 15.9% conversion rate from ChatGPT-referred visitors versus 1.76% from organic search deserves a moment. People who click through from an AI-generated recommendation have already received a curated suggestion from a tool they trust. They arrive at your website with higher intent and lower scepticism than the average Google searcher.

For Singapore businesses, the practical question isn’t whether AI visibility matters, it clearly does. The question is whether you’re building it now while most of your competitors haven’t started, or waiting until everyone has caught up.

How AI Brand Visibility Differs From Google Rankings?

This is the point that surprises most Singapore business owners: good Google rankings do not reliably predict AI visibility. This shift is changing how businesses approach optimisation. Instead of focusing solely on traditional rankings, marketers should also understand how ChatGPT is transforming SEO strategies and the growing role of AI-driven search experiences.

7-Step GEO Playbook to Get Your Brand into ChatGPT

None of this requires a large budget or a complete website rebuild. Most of it is a matter of systematically closing the gaps between where your brand stands today and what AI systems need to confidently recommend it.

1. Audit Your Current AI Visibility

Before fixing anything, you need to know where you actually stand. Open ChatGPT, Perplexity, and Google AI Overviews and run 10–15 queries that your ideal customers would ask “best web design company in Singapore”, “Singapore SEO agency for eCommerce”, “who does corporate website design in Singapore”. Document which brands appear, how they’re described, and whether your brand shows up at all. This is your baseline. It tells you the size of the gap and which competitors are currently winning.

2. Fix Your Technical AI Readiness

Check three things:

1. robots.txt: make sure OAI-SearchBot, PerplexityBot, ClaudeBot, and Google-Extended are not blocked.
2. llms.txt: Create an llms.txt file at yoursite.com/llms.txt with a curated summary of your business and key pages.
3. JavaScript rendering: ensure your core content (services, about, contact) is in clean HTML that AI crawlers can read without executing complex JavaScript. These are foundational. Without them, AI systems are working with incomplete or outdated information about your business.

3. Build Entity Clarity Through Schema Markup

Add Organization/LocalBusiness schema to your homepage with your full business name, physical address in Singapore, phone number, email, services, and founding year. Add FAQPage schema to your FAQ sections. Add Service schema to each service page. This is the vocabulary AI systems use to understand and describe your business. Schema markup has been shown to increase AI visibility by 30–40%. It’s one of the highest-ROI technical changes you can make.

4. Restructure Your Content for AI Extraction

Review your key service pages and ask: could AI extract a clear, complete description of this service from this page? If not, restructure. Lead with the answer what is this service, who is it for, what results does it deliver. Use specific, verifiable language: “5,000+ websites built since 2008” not “trusted by hundreds of clients”. Add FAQ sections to every service page; these are the most frequently extracted content formats for AI answers. Include statistics, case study data, and specific outcome descriptions. Freshness matters: update your key pages at least every 6 months.

5. Build Your Third-Party Brand Mention Footprint

This is the highest-impact long-term lever. AI systems treat third-party mentions as independent validation the more places your brand is mentioned on authoritative, independent sources, the more confidently AI systems will recommend you. Target: industry publications (Marketing In Asia, Business Times technology columns, Singapore Business Review), ‘Best of Singapore’ listicles in your category, professional directories (IMDA vendor listings, Chamber of Commerce), guest articles on relevant blogs, podcast appearances, and PR coverage. Distributing content across a wide range of third-party publications increases AI citations by up to 325%.

6. Build Your Review and Listing Platform Presence

AI reads review platforms as independent third-party evidence. Target:

• Optimise your Google Business Profile: Ensure your profile is complete with accurate business information, services, photos, and opening hours. A fully optimised Google Business Profile improves local visibility and helps AI systems better understand your business.
• Clutch.co: create a profile and get client reviews Clutch is heavily cited by AI for professional services queries
• LinkedIn Company Page: keep it active and complete, TechBehemoths or DesignRush for web design agencies in Singapore, Trustpilot if applicable.
• For Singapore-specific visibility: STB business directories, IMDA listings, and BizSafe/certifications that are publicly indexed.

Each platform adds another crawlable, verifiable source that AI systems can cross-reference.

7. Create Comparison and Category Content

When users ask “best web design companies in Singapore”, AI pulls from pages that directly address that query, not generic service pages. Create content that participates in category conversations: comparison guides (how to choose a web design agency in Singapore criteria checklist), alternative-style pages (‘web design agency comparison: what to look for’), and case studies that mention specific outcomes and client sectors. This positions your brand as a participant in the category-level conversation AI systems are being asked to summarise.

How to Track Whether Your Fixes Are Working?

GEO results don’t show up in traditional rank trackers. You need different measurement approaches to know if your efforts are paying off.

Manual AI Query Testing (Free, Monthly)

Once a month, run your 15 baseline queries across ChatGPT, Perplexity, Gemini, and Google AI Overviews. Track: (a) does your brand appear? (b) how is it described? (c) in what position relative to competitors? (d) what sources are being cited? Record this in a simple spreadsheet. Changes won’t be instant except to see movement at the 6–12 week mark if you’ve made significant content and third-party mention improvements.

AI Referral Traffic in Google Analytics 4

Set up a custom channel in GA4 to track referral traffic from AI platforms. The source domains to watch: chat.openai.com (ChatGPT), perplexity.ai, gemini.google.com, copilot.microsoft.com, claude.ai. AI-referred traffic currently converts at 14.2% on average nearly 5x higher than standard organic. Even small amounts of AI-referred traffic are worth tracking closely.

AI Visibility Tools (Paid, Recommended for Scale)

Semrush’s AI Visibility Toolkit, Ahrefs Brand Radar, Peec AI, and SE Ranking’s AI Visibility Monitor all now track brand mentions across major AI platforms. These are worth considering once you’ve established your baseline through manual testing and want to scale up tracking across more queries and platforms.

The Window Is Open But Not For Long

The gap between your competitors being mentioned in ChatGPT and you not being mentioned is not a mystery. It’s a specific set of identifiable, fixable problems: AI crawlers that can’t fully access your site, schema that doesn’t tell AI what your business is, content that doesn’t match how buyers ask AI questions, and a thin third-party mention footprint that gives AI systems nothing to cross-reference.

Every step in the playbook above is achievable. None requires a complete rebuild. The technical fixes take days. The content restructuring takes weeks. The third-party mention building takes months, but every month you wait, your competitors are adding another article, another review, another directory listing to their AI evidence trail.

The fortunate reality for Singapore businesses is that most haven’t started yet. The AI visibility gap that exists between you and your currently-cited competitors is still closeable. The first-mover advantage in GEO showing up in AI recommendations before your market saturates is still available in most Singapore industries. But the window is open now, not indefinitely.

Ready to close the AI visibility gap? Contact Verz Design and let our team help you get there.