Say you run a B2B software company.
You open ChatGPT and ask the kind of question one of your potential customers might ask:
“We need software to manage bookings across three restaurant locations. What should we look at?”
ChatGPT recommends a few companies. Yours isn’t one of them.
So you search for ways to “rank in ChatGPT.” Now you’re being told to add schema, publish FAQs, get mentioned on Reddit, build backlinks, rewrite your content for AI, and optimize for a growing collection of acronyms: AEO, GEO, LLMO.
Some of that advice may be useful. But it skips a fairly important question: Why didn’t your company appear in the first place?
Because “my brand isn’t showing up in ChatGPT” isn’t one problem. And if you don’t know which problem you have, it’s very easy to spend time fixing the wrong thing.
What Does “Showing Up in ChatGPT” Actually Mean?
This is where conversations about AI search visibility get messy. There are several different scenarios when a brand isn’t appearing:
- Understanding: ChatGPT might not understand what your company does particularly well.
- Association: It might understand your company, but not associate it with the specific problem being discussed.
- Citation vs. Recommendation: Your website might be used as a source without your company actually being recommended.
- Context Sensitivity: You might appear for one type of question and disappear when the wording or context changes.
- Technical Accessibility: A basic technical issue might prevent your website from being surfaced through ChatGPT Search.
Those aren’t the same problem. So before trying to “optimize for ChatGPT,” start by working out which one you’re dealing with.
1. Can ChatGPT find and understand your business?
Start simple. Ask ChatGPT about your company directly:
- “What does [Company] do?”
- “Who is [Company] for?”
- “What is [Company] known for?”
Don’t just check whether your name appears—look closely at the answer. Is your company described accurately? Does it understand your main product or service? Does it put you in the right category? Is the information current, or does it confuse you with another business?
If your company sells inventory management software for independent retailers, but ChatGPT describes it vaguely as “a technology company providing digital solutions,” there’s already a gap.
Sometimes that gap exists on the company’s own website. A homepage might say: “Transforming businesses through innovative digital experiences.” It sounds polished, but it tells an AI system remarkably little. Compare that with a website that clearly explains what the company sells, who it serves, which problems it solves, where it operates, and what makes its product different.
AI search optimization doesn’t begin with sprinkling special phrases into an FAQ. It begins with making the business itself understandable.
2. Can ChatGPT Search access your website?
This is the less exciting check, but it matters.
ChatGPT can search the web and cite web sources when answering questions. OpenAI uses a crawler called OAI-SearchBot for search. If you want your website’s content to be discoverable in ChatGPT Search, your site must allow OAI-SearchBot.
(Note: Allowing the crawler does not guarantee placement in ChatGPT Search, but blocking it guarantees you won’t appear via real-time search).
Check the fundamentals:
- Can your important pages be crawled?
- Are you accidentally blocking relevant crawlers through
robots.txtor a security layer? - Can the important information on the page actually be accessed and indexed?
- Are canonicalization and redirects behaving properly?
This is where traditional technical SEO and AI Search Optimization overlap heavily. There’s little point developing an elaborate strategy while your website has basic discoverability problems.
3. Does ChatGPT associate your brand with the problem you solve?
Knowing that a company exists is not the same as knowing when that company is relevant.
Imagine you run an accounting software company. Your website explains that the product offers automated invoicing, expense tracking, and financial reporting for small businesses. All true.
But that’s rarely how a customer describes what they need. They might ask ChatGPT:
“I run a small agency. Clients sometimes pay 30–45 days late, I’m tracking invoices in Excel, and I keep forgetting who needs chasing. Is there a better way to manage this?”
There’s no mention of “accounting software” or “automated invoicing.” The customer described a situation; your website described a product.
A human connects those dots instantly: Late payments $\rightarrow$ Invoice tracking $\rightarrow$ Payment reminders $\rightarrow$ Your product. But is there enough explicit information on the web for an AI system to make that same connection confidently?
A lot of websites are great at explaining what they sell, but much worse at documenting the real-world situations in which somebody would actually need it.
4. Are you being cited, mentioned, or actually recommended?
These three outcomes are often lumped together, but they represent very different commercial outcomes:
- Citation Visibility: Someone asks, “What should I check before migrating an ecommerce website?” ChatGPT uses your article as a source link.
- Brand Mention Visibility: ChatGPT mentions your company in passing while explaining general approaches to migration planning.
- Recommendation Visibility: Someone asks, “Who can help me review an ecommerce migration before launch?” and ChatGPT lists your company as a recommended vendor.
A business can have content that performs well as an informational source without ever becoming part of the buyer’s consideration set.
Don’t judge AI visibility using a single metric like “number of citations.” The commercial question is broader: When someone describes a problem you solve, does your company enter the conversation?
5. Are you testing the questions customers actually ask?
Searching your company name isn’t an audit. If someone already knows your name, discovery has already happened. The real test is unbranded.
Watch what happens as you move from general to specific prompts:
[General Category] ➔ "What’s a good CRM for a five-person sales team?"
│
[Specific Profile] ➔ "We’re a five-person B2B sales team. Most leads come from
│ LinkedIn and we need a simple setup. What should we consider?"
▼
[Real-World Pain] ➔ "We’re tracking sales leads in spreadsheets and keep
forgetting follow-ups. What should a five-person team use instead?"
Observe the output:
- Which companies appear?
- Does yours appear?
- Does the answer change as constraints (team size, budget, integration) are added?
- What third-party sources are cited to justify the recommendations?
A Simple AI Visibility Audit Matrix
You don’t need expensive software to establish a baseline. Run these five prompt layers and record patterns over time:
| Prompt Layer | Example Prompt | What You’re Testing |
| 1. Company | “What does [Brand] do?” | Baseline entity accuracy and clarity |
| 2. Category | “What are top companies offering [Product/Service]?” | Inclusion in the general vertical |
| 3. Customer | “What are good [Product/Service] options for [Customer Type]?” | Relevance to your target audience |
| 4. Problem | “I have [Specific Pain Point]. What solutions should I look at?” | Problem-to-solution mapping |
| 5. Constraints | “I need to solve [Problem] with [Tool/Budget/Industry constraint].” | Consideration set placement |
What Should You Actually Optimize?
Treat AI Search Optimization as part of a wider search strategy, rather than a collection of hacks. Start with the specific problem you identified during your audit:
- Inaccurate business representation? Fix entity signals, clear up homepage messaging, and ensure consistent messaging across third-party profiles (G2, Capterra, Wikipedia/Wikidata, LinkedIn).
- Inaccessible content? Resolve technical crawling, indexation, and
robots.txtissues for AI crawlers. - Absent from buyer prompts? Publish content and case studies explicitly mapping real-world customer problems and use-cases to your solution.
- Competitors dominating recommendations? Focus on third-party corroboration—digital PR, customer review depth, forum presence, and authority across external industry sites.
Summary: Stop Optimizing Until You Know What’s Missing
AI search presents a familiar temptation: a new channel appears, tactical advice follows, and businesses rush to execute before identifying the core problem.
Instead of asking “How do I rank in ChatGPT?”, ask:
“What would ChatGPT need to reliably understand about my business for it to recommend us for this specific problem—and is that information actually available across the web?”
Not sure where your AI visibility is breaking down?
If your brand isn’t appearing when potential customers ask ChatGPT about problems you solve, don’t start with a checklist of AEO tactics.
Start with the diagnosis.
Strategy by Sukriti helps businesses understand how they’re appearing across traditional and AI search, identify the gaps, and build a search strategy around what customers are actually looking for.