Can You Contact OpenAI to Fix This?
No. And this is the single biggest misconception we see from business owners searching for answers.
ChatGPT is not a business directory. There is no form to fill out, no support ticket to raise, and no account manager at OpenAI who can "add" your brand to responses. When someone asks ChatGPT to recommend a service provider, the model constructs its answer from a combination of its training data (text scraped from across the internet) and real-time web retrieval. It synthesises information. It does not pull from a curated list.
This means the question is not "How do I get OpenAI to include me?" The question is "Why does the AI not find enough evidence about my brand to confidently mention it?"
That is a fundamentally different problem. And it has a structured diagnosis.
Why Your Brand Doesn't Appear in ChatGPT (It's Not a Bug)
Here is the uncomfortable reality: most brands are invisible to AI search, and most don't know it.
An analysis of 2,089 brands by Loamly (February 2026) found that 77% are completely absent from AI platform responses. Not underperforming. Absent.
At the local level, the numbers are even more stark. SOCi's 2026 Local Visibility Index audited over 350,000 business locations across 2,751 brands and found that ChatGPT recommends just 1.2% of all local business locations. Among restaurants, 83% don't appear at all.
And even when a brand does appear, the position is fragile. The 2026 State of AI Search report from AirOps and Kevin Indig found that only 30% of brands mentioned in a ChatGPT answer show up again in the very next response to the same query. Run that query five times, and just 20% persist across all five.
This is not a Google ranking problem wearing new clothes. Ranking well on Google and being visible to AI are two different capabilities. Brands are 6.5x more likely to be cited through third-party sources than through their own domains. The signals AI models use to decide which brands to mention, entity recognition, content extractability, cross-platform authority, overlap with SEO signals but are not the same.
The stakes are growing. 25% of B2B buyers now use generative AI over traditional search for vendor research. And the visitors who arrive via AI platforms convert at 3x the rate of those from Google Search, likely because they are further along in the decision-making process. AI gives a direct recommendation. The user either follows it or doesn't. There is no page two.
If your brand is absent from that recommendation, it does not exist in that conversation.
The 3 Types of AI Invisibility
Most articles about ChatGPT visibility lump every problem into a single bucket and hand you a generic checklist. That approach misses the point. AI invisibility is not one problem. It is three distinct problems, each with different root causes, different symptoms, and different fixes.
Type 1: Technical Invisibility
Your content exists and is good, but AI crawlers literally cannot access it.
Symptoms:
- Your robots.txt blocks GPTBot, ClaudeBot, PerplexityBot, or Google-Extended
- Your website relies heavily on JavaScript rendering that AI crawlers cannot process
- Key content is behind login walls, email gates, or paywalls
- Your pages lack structured data (schema markup) that helps AI understand entities
Who this affects most: Companies with modern single-page applications (SPAs), gated content strategies, or aggressive bot-blocking rules. Many websites block AI crawlers by default without the site owner knowing.
The fix: This is the fastest to resolve. It is an infrastructure problem, not a strategy problem. A technical audit can identify it in under an hour, and most fixes take a day or less.
Type 2: Content Invisibility
AI can access your site, but your content is not structured in a way that AI models can extract, paraphrase, and cite.
Symptoms:
- Your website leads with marketing narratives and buries definitions deep in paragraphs
- You have no FAQ-style or question-based content that matches how people query AI tools
- Your pages lack clear, standalone statements that can function as quotable answers
- Content is written for conversion, not for explanation
Who this affects most: Brands with strong sales-focused websites that were optimised for human visitors and Google keyword matching. The content might rank well on Google, but AI models skip it because it cannot be cleanly extracted.
The fix: Content restructuring. This takes weeks, not days. You need to adopt an answer-first writing approach, add question-based headings, and make every section self-contained and quotable.
Type 3: Authority Invisibility
AI can access your content and extract it, but the model does not trust your brand enough to recommend it.
Symptoms:
- Your brand is only described on your own website. No third-party mentions, no press, no industry citations.
- Your brand name, description, and service definitions are inconsistent across platforms
- You have no presence on high-authority sources that AI models heavily weight (e.g. Wikipedia, industry publications, established directories)
- Competitors get mentioned by AI but you don't, even though your content quality is comparable
Who this affects most: Newer businesses, companies in competitive categories, and brands that have invested in paid acquisition over organic authority building. AI models look for consensus. If only your own website says you are an expert, the model treats that as a single, unverifiable claim.
The fix: This is the slowest to resolve. Building entity authority requires third-party mentions, earned media, community presence, and consistent brand signals across multiple platforms. It compounds over time.
How to Diagnose Your Brand's AI Visibility (Step by Step)
Before you fix anything, you need to know which type of invisibility you have. Here is a structured self-audit you can run today.
Step 1: The Manual Prompt Test (30 minutes)
Open ChatGPT, Claude, Perplexity, and Google (for AI Overviews). Run 5–10 queries that a potential customer would ask. Be specific:
- "Best [your service] in Singapore"
- "How much does [your service] cost in Singapore?"
- "Who should I hire for [your service]?"
- "[Your service] vs [competitor's service]"
- "How do I [primary problem you solve]?"
Do NOT search your brand name. Of course AI knows you exist if you ask about you directly. The test is whether AI recommends you when someone asks about the category.
For each query, score yourself:
- Cited: Your brand is named and linked as a source. Best case.
- Mentioned: Your brand is named in the answer but not linked. AI knows you exist but is not fully confident.
- Invisible: You do not appear at all. This is where most brands land.
Record which competitors appear and which sources the AI cites. This tells you who is winning the authority race.
Step 2: The Technical Crawl Check (30 minutes)
Check whether AI crawlers can actually access your content:
- Review your robots.txt (yoursite.com/robots.txt). Look for lines blocking GPTBot, ClaudeBot, PerplexityBot, or Google-Extended. If they are blocked, AI cannot read your content. Full stop.
- Test JavaScript rendering. Disable JavaScript in your browser and load your key pages. If the content disappears or becomes unreadable, AI crawlers likely see the same empty page.
- Check for gated content. Any content behind a form, login, or paywall is invisible to AI. That whitepaper you require an email to download? AI assistants cannot read it.
- Verify structured data. Use Google's Rich Results Test on your key pages. Look for Organisation, FAQ, and Product schema. Missing structured data makes your brand harder for AI to recognise as a distinct entity.
If you find blockers at this stage, you have Type 1 (Technical) invisibility. Fix these first before anything else.
Step 3: The Content Extractability Check (1 hour)
Pull up your top 5 pages (homepage, service pages, key blog posts) and evaluate:
- Does each page answer a clear question within the first 2 sentences? AI models prefer content that leads with the answer. If you bury the point under three paragraphs of brand narrative, AI will skip you.
- Are your headings phrased as questions or clear topic statements? Question-based H2s (e.g. "How much does AEO cost in Singapore?") pattern-match against how people query AI tools.
- Can you extract a single, standalone, quotable sentence from each section? If not, the AI can't either.
- Do you use structured formats? Bulleted lists, numbered steps, comparison tables, and data-backed claims are easier for AI to extract than flowing prose.
If your content fails these checks, you have Type 2 (Content) invisibility.
Step 4: The Authority Signal Check (1 hour)
Search for your brand name across these dimensions:
- Third-party mentions. Google your brand name in quotes. Exclude your own domain. How many independent sources mention you? Are they authoritative?
- Consistency. Is your brand name, description, and service offering described the same way across your website, Google Business Profile, LinkedIn, directories, and press mentions? AI looks for consensus. Contradictions create doubt.
- Competitor comparison. Do the same search for the competitors who appeared in your Step 1 prompt test. Compare the volume and quality of their third-party mentions to yours. The gap is your authority deficit.
If you pass the technical and content checks but still don't appear, you have Type 3 (Authority) invisibility.
What Does It Cost to Diagnose and Fix AI Visibility in Singapore?
Nobody in this space talks about pricing. We will.
DIY Diagnosis: Free to S$200/month
The manual audit described above costs nothing but time. If you want to track visibility over time, tools like Otterly, GeoRamp, or PromptScout range from free tiers to around US$100–200/month for basic monitoring.
One-Off Audit from an Agency: S$1,500–S$5,000
A structured AI visibility audit from a Singapore-based agency typically includes prompt testing across multiple AI platforms, technical crawl analysis, content extractability review, and authority signal mapping. Deliverables are usually a report with prioritised recommendations.
Ongoing AEO Retainer: S$1,500–S$6,700/month
For ongoing optimisation, Singapore agencies offering AEO services publish retainers in this range. This typically covers monthly content restructuring, authority building, technical monitoring, and visibility tracking. On the lower end you get a focused sprint on specific signals. At the higher end you get full-service content production and link building.
What to watch out for: Any agency that guarantees a specific ChatGPT mention within a fixed timeframe is making a promise they cannot keep. AI model outputs are probabilistic, not deterministic. The same query can produce different answers each time. What a good agency delivers is a measurable improvement in visibility frequency and citation quality over time.
How Long Does It Take to Start Showing Up?
This depends entirely on which type of invisibility you have.
Technical fixes: Days to weeks.
Updating robots.txt, adding structured data, and fixing JavaScript rendering are infrastructure changes. The impact depends on how quickly AI crawlers re-index your site. Faros AI implemented technical fixes through a Cloudflare integration in under 30 minutes and saw impact within weeks.
Content restructuring: 4–8 weeks.
Rewriting and restructuring existing content for AI extractability takes time to produce and time for AI retrieval systems to process. Expect to see changes in visibility within one to two months of publishing restructured content.
Authority building: 3–6+ months.
Building entity authority through third-party mentions, press, industry citations, and community presence is the slowest lever. It compounds over time. Brands that start early build an advantage that becomes harder for competitors to close.
A realistic benchmark: Faros AI went from near-zero AI presence to 100% growth in ChatGPT referrals within 8 weeks. Their starting point was strong Google SEO and an established brand, so the fixes were mainly technical and content-related. A brand starting with weak authority signals should expect a longer runway.
The critical point: the 2026 State of AI Search data shows that only 20% of brands persist across five consecutive answers to the same query. Visibility is not a one-time achievement. It requires ongoing monitoring and iteration.
Who Actually Helps With This in Singapore?
The AEO and GEO agency landscape in Singapore is growing fast. Here is what to look for when evaluating whether an agency can actually deliver on AI visibility.
They should be able to show you their own AI visibility.
If an agency claims to optimise brands for ChatGPT, ask ChatGPT about them. Do they appear? If they can't get themselves cited, that is a red flag.
They should have a diagnostic framework, not just a checklist.
A good agency distinguishes between technical, content, and authority problems. They should be able to diagnose which type of invisibility your brand has before recommending a fix. If the proposal starts with a fixed scope of work before any diagnosis, they are selling a package, not solving your problem.
They should use data, not vibes.
Look for agencies that track AI visibility systematically: prompt testing across multiple AI platforms, citation tracking, competitor benchmarking, and trend monitoring. Anecdotal "we got a client mentioned in ChatGPT" stories are not evidence of a repeatable methodology.
They should publish original research.
Agencies that conduct and publish their own AI visibility studies demonstrate applied expertise. It also means they are actively contributing to the knowledge base that AI models draw from, which is a signal of authority in its own right.
They should be transparent about pricing and timelines.
As outlined above, expect S$1,500–S$5,000 for a one-off audit and S$1,500–S$6,700/month for ongoing retainers. If an agency won't publish or discuss pricing, ask why.
What to Do in Your First 48 Hours
Hour 1: Run the manual prompt test. Query ChatGPT, Claude, Perplexity, and Google AI Overviews with your category terms. Record what you find.
Hours 2–3: Run the technical crawl check. Review robots.txt, test JavaScript rendering, identify gated content, and check structured data.
Hours 4–6: Fix critical technical blockers. Update robots.txt to allow AI crawlers (GPTBot, ClaudeBot, PerplexityBot, Google-Extended). Add basic Organisation schema to your homepage. Ungate at least one high-value content asset.
Hours 7–8: Run the content extractability check on your top 5 pages. Identify which pages need restructuring and prioritise them.
Day 2: Rewrite your homepage and primary service page using an answer-first structure. Add FAQ sections with question-based H3s targeting the queries your customers ask. Make every section standalone and quotable.
That's your foundation. From there, it's iteration: build authority signals, monitor visibility weekly, create content that responds to gaps, and track progress across AI platforms monthly.
The brands winning in AI search right now are the ones that started before it felt urgent. For everyone else, the second-best time is today.
Final Thoughts
You cannot fix what you have not diagnosed. If your brand is missing from AI answers, the next step is not to rewrite your homepage or chase a new tool. It is to find out which of the three types of invisibility is blocking you. Run the self-audit above, or book a diagnostic audit with Underscore if you want a second set of eyes on what AI currently sees.