A Kapolei, Hawaii plumbing company scored 41 out of 100 on a full AI visibility audit — an F grade — with a 27/100 AI visibility score specifically, meaning ChatGPT and other AI tools were essentially blind to a real, established local business. This is the exact starting point for most local businesses we audit, and it’s worth walking through what the number actually meant and what it took to move it.
The business wasn’t struggling. Real trucks, real reviews, a decade of service calls across Oahu’s west side. On paper, exactly the kind of business an AI should recommend when someone asks “who’s a reliable emergency plumber near Kapolei.” In practice, it wasn’t being recommended at all — because the AI had never really been able to read it.
What did the initial audit find?
A 41/100 overall score broken into three surfaces: 58/100 Search visibility, 27/100 AI visibility, and 49/100 Human visibility — with AI visibility clearly the weakest of the three. This pattern is common: a business can be doing reasonably well in traditional search while being almost entirely absent from AI-generated answers, because the two systems evaluate a site differently.
The specific gaps behind the 27/100 AI score:
- No LocalBusiness or Service schema markup anywhere on the site
- Inconsistent service area descriptions between the website and the Google Business Profile
- Service pages written as general marketing copy rather than direct answers to specific customer questions
- No FAQ content in a format AI systems could lift into an answer
Key takeaway: A real, established business can still score near zero on AI visibility — the two are unrelated.
What was fixed, and in what order?
Access first, then structure, then content — the same sequence that applies to any site. Crawler access was confirmed clean (it was, which isn’t always the case). From there, the build focused on three things: adding LocalBusiness and Service schema across the homepage and every service page; reconciling every business detail — name, service area, hours, categories — across the website and Google Business Profile so nothing conflicted; and rewriting each service page to open with a direct answer to the exact question a customer in a plumbing emergency would ask, before any marketing language.
None of this touched the brand, the design, or the trucks on the road. It touched only what AI systems needed to confidently verify and quote the business.
Key takeaway: The fix was entirely structural — nothing about the actual business needed to change.
Why does this particular business make a useful example?
Because it’s an ordinary local service business, not an edge case — which is exactly the category of business most likely to be invisible to AI right now. Emergency-service categories like plumbing are especially relevant to this shift: when someone asks an AI who to call, they’re rarely browsing. They act on the first credible name given. A business with real capability but no AI visibility loses precisely the calls it’s best positioned to win.
This mirrors the broader pattern across every AI visibility audit we run: the businesses with the biggest gaps are rarely the weakest businesses — they’re simply the ones whose websites were never built with AI in mind, because until recently, nothing required them to be.
Key takeaway: AI invisibility isn’t a signal of business quality — it’s a signal that the website predates the AI era.
What does this mean for your business?
If you haven’t specifically checked your AI visibility, assume there’s a meaningful gap until proven otherwise. Good Search and Human scores don’t predict a good AI score, as this example shows directly — a 58/100 Search score sat next to a 27/100 AI score on the same site. The only way to know your actual number is to check it directly, the same way this audit did.
See the full three-stage process we used — diagnose, produce, monitor — or start where this business did.
Key takeaway: A good reputation offline doesn’t show up in an AI answer unless the website earns it separately.
Frequently asked questions
Can an established local business really have low AI visibility?
Yes, commonly. AI visibility is a separate, structural measurement from reputation or years in business — a strong business can still score low if its website lacks schema, crawler access, or direct-answer content.
What was the biggest single factor in this business’s low AI score?
Missing schema markup and inconsistent business information between the website and Google Business Profile, combined with service pages that weren’t written to directly answer customer questions.
How long does a fix like this typically take?
Technical fixes like schema and crawler access can influence AI visibility within weeks; broader authority signals build over months.
Does fixing AI visibility require a website redesign?
Not necessarily. This case involved structural and content changes without altering the site’s design or branding.
How do I get a score like this for my own business?
Run the free AI visibility audit — the same 40+ signal scan used in this example, with no login required.
See your own number
This business didn’t know their AI score until they checked. Run the free AI visibility audit and see yours — about a minute, no login, no card.