Sample deliverable — every practice, person, metric, and quote on this page is fictional.
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AI Visibility Report
Prepared for Acme Family Dentistry, Sampleville · June 2026 (fictional reporting period)
AI Visibility Score
59/100
PARTIALLY VISIBLE
AI mentions
13/40
Absent from discovery queries
AEO readiness
26/40
FAQ layer missing
GBP strength
20/20
A genuine strength
How AI assistants answer about this market
Live web searches simulating the questions patients ask AI assistants — and whether the practice appears in the sources those answers are built from.
“Acme Family Dentistry Sampleville reviews”
TOP RESULTSources AI draws from: Google Business Profile, yelp.com
“best dentist in Sampleville ST”
ABSENTWho AI sees instead: Demo Dental Co, Example Orthodontics
Sources AI draws from: yelp.com, healthgrades.com, expertise-style listicles
“is Acme Family Dentistry in Sampleville a good dentist”
ABSENTWho AI sees instead: Demo Dental Co, Test Valley Dental
Sources AI draws from: reddit.com, healthgrades.com
Acme Family Dentistry is easy for AI assistants to verify when asked about it by name, but it does not surface in the discovery queries that actually win new patients — “best dentist” style questions are answered with competitors and directory listicles instead. The website's missing FAQ layer is the biggest fixable gap.
Website AEO readiness
A deterministic audit of the page source — the signals AI engines actually read.
| Check | Status | Why it matters to AI |
|---|---|---|
| Dentist / LocalBusiness schema | PASS | Structured data confirms who and where the practice is |
| FAQPage schema | MISSING | Marked-up Q&A is what AI answers quote directly |
| FAQ content on site | MISSING | AI assistants answer questions — the site should too |
| Page title | PASS | Baseline signal for what the practice is |
| Meta description | PASS | Feeds AI summaries of the practice |
| Visible phone number (NAP) | PASS | Name/address/phone consistency builds machine trust |
| Online booking link | PASS | AI prefers recommending practices patients can act on |
Google Business Profile signals
AI assistants lean heavily on Google's business data — Acme's profile is a genuine strength and the reason the by-name query works.
Top fixes to become visible to AI
Concrete, prioritized actions — this list is what the AI Visibility & AEO Optimization service implements for you.
- 1
Publish a patient FAQ page with FAQPage schema markupmedium effort
The single biggest gap: AI assistants quote marked-up Q&A directly, and Acme has none for them to cite.
- 2
Claim and complete the Yelp and Healthgrades profileslow effort
Both “best dentist” queries were answered from directories where competitors are listed and Acme is thin.
- 3
Add service-specific pages with question-style headingsmedium effort
“Does Invisalign hurt?”-style headings give AI assistants answerable content that maps to real patient questions.
Want these fixes done for you?
The AI Visibility & AEO Optimization service implements everything in this report — schema markup, patient FAQ content, and Google Business Profile optimization — $495 one-time, done in about a week.
See the AEO service →