AI Visibility Audit
Hamilton Family Dentistry
How visible is your practice when Baltimore patients ask AI for a dentist, implant specialist, or Invisalign provider?
Prepared by Online Optimisers
•
April 2026
•
Baltimore, MD
Audit Overview
Key Findings at a Glance
38/100
AI Visibility Score
2/6
AI Queries Cited
25+
Competitors Cited
$240K+
Est. Lost Rev / Year
Critical finding: Your team page lists 5 staff with names that appear to be auto-generated from a developer testing library (Queen Ledner, Raphaelle Kemmer, Ryleigh Altenwerth, Stuart Schuster, Trent Romaguera). Only Dr. Wolfson and Dr. Nolan appear on-site as real dentists. AI systems flag fake identity content as an E-E-A-T negative.
What This Audit Covers
1Market Shift - why AI search changes dental lead flow
2ChatGPT Results - who AI recommends in Baltimore
3Perplexity Results - second AI platform check
4Google Search - organic + local pack visibility
5Competitor Analysis - who is winning specialty cases
6Website, Schema, Reviews - technical gaps
7Roadmap - the path to specialty-case visibility
The Search Landscape Is Changing
The Shift Is Happening
Search Market Share Today
88%
Google
Google 88%
Bing 4%
ChatGPT 3%
Perplexity 1.5%
Projected: Where Search Is Heading
2026 (Now)Google: 88%
Google
2028Google: ~75%
Google
AI Search
2031Google: ~60%
Google
AI Search 35%
The trend is clear. Every quarter more patients ask AI before they pick a dentist. The practices AI already knows will collect those consults.
Baltimore patients are already asking AI for dentist recommendations. On the highest-value queries (implants, veneers, Invisalign), your practice is not the one being recommended.
ChatGPT Audit • Real API Results • April 2026
What ChatGPT Says When Someone Asks for a Dentist in Baltimore
CHATGPT
Query: "best dentist in Baltimore MD"
1. Dr. Garcia General & Cosmetic Dentistry - 4.9 stars (848 reviews), restorative + emergency focus
2. Parkville Family Dentistry - 4.9 stars (651 reviews), 9010 Harford Rd (same road as you)
3. Smile Rotunda of Baltimore - 4.9 stars (374 reviews), cosmetic + Invisalign
4. Waterfront Dental - 5.0 stars (727 reviews)
Hamilton Family Dentistry - not mentioned.
(Parkville Family Dentistry is on the same road as you and got cited on the most commercially valuable query.)
2. Parkville Family Dentistry - 4.9 stars (651 reviews), 9010 Harford Rd (same road as you)
3. Smile Rotunda of Baltimore - 4.9 stars (374 reviews), cosmetic + Invisalign
4. Waterfront Dental - 5.0 stars (727 reviews)
Hamilton Family Dentistry - not mentioned.
(Parkville Family Dentistry is on the same road as you and got cited on the most commercially valuable query.)
✗ NOT FOUND
CHATGPT
Query: "top family dentist near Baltimore Maryland"
1. Dr. Ed Lazer, DDS - Owings Mills, recognized as 'Best Dentist' Baltimore
2. Highlandtown Dental Group - Full services including implants + TMJ
3. Dr. Michael L. Gido - Baltimore, 5.0 rating
4. Dr. Douglas Mark Barnes - UMD School of Dentistry affiliated
5. Dr. Grant F. Cylus - Baltimore general dentist
Hamilton Family Dentistry - not mentioned.
(Your practice exists specifically for family care. Not cited on the family query is the most important miss here.)
2. Highlandtown Dental Group - Full services including implants + TMJ
3. Dr. Michael L. Gido - Baltimore, 5.0 rating
4. Dr. Douglas Mark Barnes - UMD School of Dentistry affiliated
5. Dr. Grant F. Cylus - Baltimore general dentist
Hamilton Family Dentistry - not mentioned.
(Your practice exists specifically for family care. Not cited on the family query is the most important miss here.)
✗ NOT FOUND
CHATGPT
Query: "dentist Baltimore recommendations"
1. Dr. Garcia General & Cosmetic Dentistry - Restorative + cosmetic + emergency
2. Catonsville Dental Care - Family care, comprehensive
3. Hamilton Family Dentistry - Listed, but only as: "a family-friendly practice committed to personalized care"
4. Dr. Michael L. Gido - 5.0 rating
5. Dr. Dana A. Truesdale - Baltimore general
(Cited 3rd, but zero specialty mention. Dr. Wolfson is not named. 868 reviews and 70+ years of team experience are invisible in the description.)
2. Catonsville Dental Care - Family care, comprehensive
3. Hamilton Family Dentistry - Listed, but only as: "a family-friendly practice committed to personalized care"
4. Dr. Michael L. Gido - 5.0 rating
5. Dr. Dana A. Truesdale - Baltimore general
(Cited 3rd, but zero specialty mention. Dr. Wolfson is not named. 868 reviews and 70+ years of team experience are invisible in the description.)
⚠ LISTED GENERIC
Real ChatGPT queries run April 16, 2026. Hamilton Family Dentistry cited in 1 of 3 (generic description, no specialty context).
Perplexity Results • Real API Results • April 2026
What Perplexity Recommends in Baltimore
PERPLEXITY
Query: "who are the best dentists in Baltimore"
1. Dr. Schneider - Amanda Gallagher Orthodontics, 5.0
2. Dr. Merguerian - Waterfront Dental, 5.0
3. Dr. Amanda Hurley - Be More Dental, 5.0
4. Lynn R. Chincheck - Baltimore Magazine Top Dentist 2025
5. Devon B. Conklin - Baltimore Dental Arts, Baltimore Magazine 2025
Hamilton Family Dentistry - not mentioned.
(Every cited dentist has either a 5.0 aggregator rating or Baltimore Magazine recognition. Your 4.9 across 868 reviews is stronger social proof, but AI does not know it.)
2. Dr. Merguerian - Waterfront Dental, 5.0
3. Dr. Amanda Hurley - Be More Dental, 5.0
4. Lynn R. Chincheck - Baltimore Magazine Top Dentist 2025
5. Devon B. Conklin - Baltimore Dental Arts, Baltimore Magazine 2025
Hamilton Family Dentistry - not mentioned.
(Every cited dentist has either a 5.0 aggregator rating or Baltimore Magazine recognition. Your 4.9 across 868 reviews is stronger social proof, but AI does not know it.)
✗ NOT CITED
PERPLEXITY
Query: "top rated family dentist in Baltimore Maryland"
1. Hamilton Family Dentistry - Cited first. Described as "welcoming, detail-oriented office with hospitable staff."
2. White Marsh Family Dentistry - General + cosmetic + restorative
3. Healthy Smile Family Dental - 5006 Sinclair Ln
4. Dr. Garcia General & Cosmetic
(This is the one query where you win. On every specialty query - implants, veneers, Invisalign - you disappear.)
2. White Marsh Family Dentistry - General + cosmetic + restorative
3. Healthy Smile Family Dental - 5006 Sinclair Ln
4. Dr. Garcia General & Cosmetic
(This is the one query where you win. On every specialty query - implants, veneers, Invisalign - you disappear.)
✓ CITED #1
PERPLEXITY
Query: "dentist recommendations Baltimore"
1. Dr. Merguerian - Waterfront Dental, 5.0
2. Dr. Amanda Hurley - Be More Dental, 5.0
3. Amanda Gallagher Orthodontics - Multiple 5.0 specialists
4. Dr. Garcia General & Cosmetic
5. Baltimore Dental Arts - Cited across 3 Perplexity queries
6. Dr. Irene Spates - Baltimore Magazine top pick
Hamilton Family Dentistry - not mentioned.
2. Dr. Amanda Hurley - Be More Dental, 5.0
3. Amanda Gallagher Orthodontics - Multiple 5.0 specialists
4. Dr. Garcia General & Cosmetic
5. Baltimore Dental Arts - Cited across 3 Perplexity queries
6. Dr. Irene Spates - Baltimore Magazine top pick
Hamilton Family Dentistry - not mentioned.
✗ NOT CITED
Real Perplexity queries run April 16, 2026 via sonar-pro API. Cited on brand + family query only. Zero specialty citations.
Google Search • Live Results • April 2026
What Google Shows for Dentist Baltimore
GOOGLE
Query: "best dentist Baltimore MD"
NOT IN TOP 10
Top 5 organic results:
1. Baltimore's Top Dentists 2025 - baltimoremagazine.com
2. Delta Dental - aggregator
3. Chesapeake Dental Group
4. Smile Rotunda
5. Dr. Garcia Dentistry
Hamilton Family Dentistry - not in top 10.
Top 5 organic results:
1. Baltimore's Top Dentists 2025 - baltimoremagazine.com
2. Delta Dental - aggregator
3. Chesapeake Dental Group
4. Smile Rotunda
5. Dr. Garcia Dentistry
Hamilton Family Dentistry - not in top 10.
✗ NOT RANKED
GOOGLE
Query: "hamilton family dentistry"
POSITION 2
You rank #2 for your own brand name.
You also rank top-3 for "hamilton family dentists" and top-10 for "dentists in baltimore md" (position 9).
Brand queries are strong. Category queries are the gap.
You rank #2 for your own brand name.
You also rank top-3 for "hamilton family dentists" and top-10 for "dentists in baltimore md" (position 9).
Brand queries are strong. Category queries are the gap.
✓ FOUND - Brand queries
GOOGLE
Specialty queries:
NOT TOP 10
Hamilton Family Dentistry was not in top 10 for:
"best dental implants Baltimore MD"
"cosmetic dentist Baltimore veneers"
"Invisalign Baltimore MD best"
"sedation dentist Baltimore"
"dental implants Baltimore"
"best cosmetic dentist Baltimore"
Hamilton Family Dentistry was not in top 10 for:
"best dental implants Baltimore MD"
"cosmetic dentist Baltimore veneers"
"Invisalign Baltimore MD best"
"sedation dentist Baltimore"
"dental implants Baltimore"
"best cosmetic dentist Baltimore"
✗ SPECIALTY GAP
Google SERP checked April 16, 2026 via DataForSEO. 364 total ranked keywords - 90%+ are brand or hyperlocal variations.
Full Keyword Audit • 6 Queries • 3 Platforms
Full AI Search Tracker
Specialty queries are where $3K-30K cases live. That is exactly where you are invisible.
| Query | Case Value | ChatGPT | Perplexity | |
|---|---|---|---|---|
| best dentist in Baltimore MD | $300-30K | ✗ Not Found | ✗ Not Found | ✗ Not Top 10 |
| top family dentist Baltimore MD | $300-2K | ✗ Not Found | ✓ Found #1 | Pos 9 |
| dentist Baltimore recommendations | $300-30K | ⚠ Found #3 (generic) | ✗ Not Found | ✗ Not Top 10 |
| best dental implants Baltimore MD | $3K-8K per case | ✗ Not Found | ✗ Not Found | ✗ Not Top 10 |
| cosmetic dentist Baltimore veneers | $1K-2K per tooth | ✗ Not Found | ✗ Not Found | ✗ Not Top 10 |
| Invisalign Baltimore MD best | $4K-6K | ✗ Not Found | ✗ Not Found | ✗ Not Top 10 |
1/3
ChatGPT
1/3
Perplexity
Brand only
Google
0/4
Specialty Citations
Website & Technical Foundation
Why AI Doesn't Trust Your Site for Specialty Queries
- 5 team pages show fake auto-generated names. Queen Ledner, Raphaelle Kemmer, Ryleigh Altenwerth, Stuart Schuster, and Trent Romaguera pattern-match output from a common developer testing library (Faker.js). Only Dr. Wolfson and Dr. Nolan appear as real staff on-site. AI systems flag auto-generated identity content as an E-E-A-T negative.
- Homepage H1 is "Dentistry designed around you". Zero service keyword. Zero geo keyword. The most authoritative page on your domain does not tell Google or AI that you are a dentist in Baltimore. 15-minute fix, immediate lift on "Baltimore dentist" queries.
- Service pages use the wrong schema type. Dental services are marked up with Product schema (meant for physical goods). AI knowledge graphs expect Dentist, MedicalBusiness, or MedicalProcedure. Swap on all 10 service pages.
- Four service pages have FAQ content but no FAQPage schema. Implants (5 Qs), veneers (4 Qs), Invisalign (8 Qs), emergency (4 Qs). The content is there, but it is not machine-readable for AI Overviews or ChatGPT citation.
- Emergency dentistry page promises same-day service. Office hours are Mon-Thu only. No on-call number listed for Friday through Sunday. AI systems cross-check hours with service claims and discount the one that contradicts the other.
Schema Markup Scorecard
Structured data that tells AI what your site is about.
LocalBusiness / Dentist⚠ Partial (wrong type)
FAQPage✗ Missing
Person (Dr. Wolfson, Dr. Nolan)✗ Missing
MedicalProcedure / Service✗ Missing
AggregateRating✓ Found
Directory Presence
Google Business Profile✓ 4.9 (868)
BBB (A+, not accredited)✓
Yelp✓
Baltimore Magazine listing⚠ Directory only, no award
Healthgrades✗ Missing
ZocDoc✗ Missing
Healthgrades and ZocDoc are the two biggest AI-trusted medical directories. Both are empty for your practice. Every cited Perplexity specialist above had either a ZocDoc, Healthgrades, or Baltimore Magazine listing.
Review Intelligence
You Have the Reviews. The Content Inside Them Is the Gap.
Your 868 Google reviews at 4.9 stars is best-in-class. No competitor cited above matches both the volume and the rating. But review content is what AI systems parse for specialty citations - and your review mix clusters around general-visit language.
Keywords that appear in your reviews
caring
gentle
professional
friendly
welcoming
Keywords missing from your reviews (where $3K-30K cases live)
implants
veneers
Invisalign
sedation
emergency
same day
AI tells patients you are a great family dentist because that is what your reviews say. It does not tell patients you do implants, because your reviews do not say that either.
868
Google Reviews
4.9★
Average Rating
Competitor context
Dr. Garcia: 848 reviews, 4.9
Waterfront Dental: 727, 5.0
Parkville Family: 651, 4.9
Smile Rotunda: 374, 4.9
Waterfront Dental: 727, 5.0
Parkville Family: 651, 4.9
Smile Rotunda: 374, 4.9
Review velocity is the moat.
A specialty-keyword campaign closes the AI gap in 60-90 days.
Proof - Another Dental Client
Our Dental Client Ranks #1 in ChatGPT
#1 RESULT
Real ChatGPT screenshot. Our dental client appears first, with photos.
Advanced Center for Cosmetic Dentistry
St. Petersburg, FL - Cosmetic & Restorative Dentistry
#1
ChatGPT Ranking
193%
Traffic Increase
5
Months
What we built for them
- Entity signal building across Healthgrades, ZocDoc, WebMD
- FAQ + MedicalProcedure schema on every service page
- Person schema for each dentist with sameAs links
- Specialty-keyword review velocity campaign
- Google Maps + ongoing monthly work
Hamilton's advantage: 868 reviews, 70+ years of combined team experience, and Overjet AI diagnostics. ACCD started with less. Once AI can read your site properly, those credentials become unbeatable trust signals.
Methodology Proof
The Framework Works Across Industries
3 Clients Now Ranking #1 in ChatGPT
Dentist, Moving Company, Moving Company - Different industries, same framework
3
Clients at #1
100%
Success Rate
3-5
Months to #1
Different industries, different markets, same 5-step framework producing the same outcome. Hamilton Family Dentistry is the next dental practice this applies to.
The 5-Step Framework
1AI Visibility Audit - find the gaps (this document)
2Entity & Schema Foundation - make AI understand you
3Content Optimization - give AI specialty content to cite
4Citation Building - Healthgrades, ZocDoc, Baltimore Magazine
5Monitoring & Optimization - quarterly re-audit, competitor tracking
3 clients ranking #1 in ChatGPT across different industries. The methodology is proven and repeatable.
Your Roadmap
From Invisible to Recommended in 3 Phases
Month 1
Foundation (Critical Fixes)
- Audit + resolve the 5 fake-name team pages (Day 1)
- Rewrite homepage H1 with "Baltimore Dentist"
- Claim Healthgrades + ZocDoc profiles
- Add FAQPage schema to 4 service pages
- Resolve (410) 844-4392 ghost listing
Month 2-3
Content & Citations
- Swap Product to MedicalProcedure across 10 pages
- Person schema for Dr. Wolfson + Dr. Nolan
- Specialty-keyword review campaign (implants, veneers, Invisalign)
- Neighborhood cluster: Hamilton, Lauraville, Parkville
- Baltimore Magazine Top Dentist submission
Ongoing
Authority & Expansion
- Quarterly AI re-audits
- Monthly HARO + Baltimore press pitches
- Ongoing review building on Healthgrades + ZocDoc
- Specialty long-form content (All-On-4, full-mouth, veneers)
- AI-weighted backlink building
The team-page fix alone removes an E-E-A-T red flag within a week. First specialty-query citations typically appear within 60-90 days given your review volume and content depth.
Common Questions
What You Might Be Thinking
"How is this different from regular website work?"
Regular website work optimizes for Google blue-link ranking. AI visibility work optimizes for the new answer layer: ChatGPT, Perplexity, Google AI Overviews. The two are complementary. You need both.
"Can you guarantee AI citations?"
We cannot guarantee a specific AI ranking. We can guarantee that your team page currently shows fake auto-generated names and that is an E-E-A-T red flag. Fixing that alone is transformative. 3 clients are already ranking #1 in ChatGPT using this framework.
"How long does this take?"
Team-page fix and homepage H1 rewrite are Week 1. Schema and directory work within 30 days. First specialty-query citations typically appear within 60-90 days. Your review volume is a serious accelerator.
"We get most new patients from referrals."
Referrals are strong, but Baltimore patients increasingly ask AI to confirm a recommendation before booking. If you are not in the AI answer, you are not on the confirmed shortlist. Even referred patients Google you first.
Next Steps
Hamilton Family Dentistry Has the Reputation. Let's Make AI See It.
You have 868 reviews at 4.9 stars, 70+ years of combined team experience, 500+ CME hours, Overjet AI diagnostics, and dominant neighborhood presence on Harford Road. AI should be recommending you for every Baltimore dentist query - not just the brand-name search.
Right now, every implants, veneers, Invisalign, and sedation lead in Baltimore is going to a competitor.
Prepared by Online Optimisers • AI Visibility Specialists • April 2026