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A real report, with the business name withheld. This is an unedited audit of a real, currently-operating practice. Every score, check and finding below is exactly what our 23 checks returned. We removed only the name and domain. Yours is generated the same way, on your site.
NamedHQ · AI Visibility Report

A dental practice

business name withheld  ·  audited 2026-08-10 across 23 signals used by ChatGPT, Google AI Overviews, Perplexity & Claude
30out of 100

AI Visibility Grade F

Effectively invisible. As far as ChatGPT and Google AI are concerned, this practice barely exists.

AI Crawler Access76%
Structured Data5%
Content Citability5%
Entity Signals18%

What an AI engine actually reads on your homepage

"(nothing readable)…"

Why this matters right now

1-2businesses named in a typical AI answer. Ask one and count.
5engines answering for your customers: ChatGPT, Perplexity, Gemini, Google AI, Claude
23signals checked in this report
7 daysto fix every issue listed below

Priority fixes

1
Live GPTBot access probe

The server returns HTTP 403 to OpenAI's crawler but 200 to normal browsers. AI engines are being turned away at the door.

2
Content readable without JavaScript

Almost nothing (0 words) is readable without JavaScript. Most AI crawlers don't execute JavaScript, so they see a blank page.

3
Organization / LocalBusiness schema

No Organization or LocalBusiness schema. AI engines must guess what this business is, where it is, and what it does.

4
FAQPage schema

No FAQPage schema.

5
Structured data (JSON-LD) present

No JSON-LD structured data anywhere on the homepage.

6
Question-and-answer content

No FAQ page and no question-formatted headings anywhere.

Full results: 23 checks

AI Crawler Access
AI crawlers allowed in robots.txt
If GPTBot or PerplexityBot is blocked, your business cannot be read, or recommended, by that AI engine. This is the #1 cause of AI invisibility.
PASS No AI crawlers are blocked in robots.txt.
Live GPTBot access probe
A firewall rule is silently blocking AI engines. Browsers see the site; ChatGPT sees an error page.
FAIL The server returns HTTP 403 to OpenAI's crawler but 200 to normal browsers. AI engines are being turned away at the door.
Page is indexable
noindex removes the site from both classic search and AI answers.
PASS No noindex directives found.
XML sitemap
Sitemaps tell crawlers which pages exist and when they changed. Without one, new content is discovered late or never.
PASS Sitemap found.
llms.txt file
An emerging standard: a plain-text index telling AI systems what your business does and which pages to cite. Cheap to add, signals AI-readiness.
PASS llms.txt present.
HTTPS with a valid certificate
Both search and AI engines treat non-HTTPS sites as low-trust sources.
PASS Valid HTTPS.
Structured Data
Structured data (JSON-LD) present
Structured data is how machines read facts (name, services, location) without guessing.
FAIL No JSON-LD structured data anywhere on the homepage.
Organization / LocalBusiness schema
Entity schema is the single strongest way to control how AI describes your business.
FAIL No Organization or LocalBusiness schema. AI engines must guess what this business is, where it is, and what it does.
FAQPage schema
AI answers are Q&A-shaped. FAQPage schema maps your content directly onto the format ChatGPT and AI Overviews quote from.
FAIL No FAQPage schema.
Breadcrumb schema
Breadcrumbs help engines understand site structure and topic hierarchy.
NEEDS WORK No BreadcrumbList schema.
Content Citability
Content readable without JavaScript
GPTBot, ClaudeBot and PerplexityBot read raw HTML. If the content only appears after JavaScript runs, it doesn't exist to them.
FAIL Almost nothing (0 words) is readable without JavaScript. Most AI crawlers don't execute JavaScript, so they see a blank page.
Clear H1 headline
The H1 tells engines, in one line, what the page is about.
FAIL No H1 headline.
Structured headings (H2/H3)
AI engines lift answers from well-labeled sections. Walls of text don't get quoted.
FAIL No subheadings.
Question-and-answer content
People ask AI engines questions. Sites that literally contain those questions, with direct answers underneath, are the ones that get cited.
FAIL No FAQ page and no question-formatted headings anywhere.
Title tag & meta description
These are the first two sentences every engine reads about your business.
FAIL Missing title or meta description.
Content freshness signals
AI engines strongly prefer sources that look current.
NEEDS WORK No 2026 or 2025 dates visible. The site looks stale to engines.
Content depth
Thin pages give engines nothing to quote. Cited sources average 1,000+ readable words.
FAIL 0 words on the homepage.
Active content section (blog/insights)
Answer-shaped articles ("How much does X cost in [city]?") are how businesses get named in AI responses. No content engine means no citations.
FAIL No blog, news, or insights section found.
Entity Signals
About / team page
Engines score expertise and trust (E-E-A-T). Real names, credentials and photos are what separate a citable authority from an anonymous site.
FAIL No about or team page found.
Phone number on page
Local AI answers ("best business near me") pull contact details from consistent on-site NAP (name-address-phone) data.
FAIL No phone number visible on the homepage.
Physical address on page
A visible address anchors the business to a location. Essential for "near me" AI answers.
NEEDS WORK No street address detected on the homepage.
Open Graph tags
OG tags are a second, machine-readable description of every page. Engines use them to disambiguate the entity behind the site.
FAIL 0/3 core Open Graph tags present.
Canonical URL
Prevents engines splitting your authority across duplicate URLs.
NEEDS WORK No canonical tag.

We fix everything on this list. Flat $990. 7 days.

Every fix above, done for you: crawler access, entity schema, FAQ and content restructure, llms.txt, the lot. Then we re-run this exact audit and send you the before/after. If your score hasn't gone up by at least 15 points in 30 days, you pay nothing.

Book a 15-minute call
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