AI visibility · Cosmetic & implant dentistry · Raleigh
One Raleigh practice is named in 93% of AI answers about cosmetic dentistry. Fifty-nine others split what's left.
I ran the questions your patients actually ask through ChatGPT, Gemini and Perplexity in July 2026. Everything on this page is what came back. No sample data.
Queries asked
5 per market, the ones that precede a booking
Engines
ChatGPT, Gemini, Perplexity — web-grounded
Answer slots
15 per market (5 × 3)
Practices named
60 cosmetic · 60 implant
The shape of it
This is not a ranking. It's a winner and a long tail.
Sixty practices were named at least once. One was named in every query on every engine. The median practice appeared in 6.7% of answer slots — roughly once out of fifteen.
Share of voice — cosmetic dentist, Raleigh
North Ridge Dental93.3%
Village Dental53.3%
Russo Dentistry46.7%
Raleigh Dental Arts40.0%
Gover and Gover Dentistry33.3%
Midtown Dental26.7%
North Hills Dentistry26.7%
Woodall & McNeill Dentistry20.0%
52 more, named in 2 queries or fewer≤13%
Where the 60 land
Practices by share of the 15 answer slots.
80–100%1
40–60%3
20–40%10
10–20%15
Under 10%31
Thirty-seven of the sixty were named in exactly one query, on one engine. That is indistinguishable from noise.
Share of voice — dental implants, Raleigh
Nu Image Surgical & Dental Implant Center60.0%
Raleigh Dental Arts40.0%
Highland Implant Center40.0%
Carolina Implant33.3%
Affordable Dentures & Implants33.3%
Raleigh Oral Surgery & Dental Implants33.3%
46 more, named in 2 queries or fewer≤13%
Implants is more open
No practice dominates the way North Ridge does on cosmetic. The leader sits at 60%, and four practices cluster at 33–40%.
A market with no runaway winner is a market where a well-structured site can move quickly. That is the more addressable of the two.
The expensive part
Some practices are buying Google Ads and are still absent from the answer.
I cross-checked the practices AI never named against their own websites for advertising tags. These are businesses already spending to be found, invisible on the channel their patients are increasingly using first.
68
practices across both markets never named in any answer
5
of those carry a confirmed Google Ads conversion tag
1,605
reviews on the largest invisible practice — established, and still absent
Your practice, not the market
What the audit returns for you
The market numbers above are public. Yours are specific: your citation rate, the practices taking the answers you lose, the sources the engines read instead of your site, and where in the Triangle you disappear.
Your share of voice
The same 15-slot measurement run on your practice, against the named competitors above.
Visibility by intent stage
Awareness, consideration, decision. Most practices are weakest where the money is closest.
Who the engines cite instead
The directories and review profiles handed to the patient in your place.
Geography across the Triangle
Run per location — Raleigh, Cary, Apex, Wake Forest, Morrisville, Garner — because “near me” answers change block to block.
Find out whether the AI names your practice.
Twenty minutes. I'll have run your numbers before we speak, and you keep the report whether we work together or not.
James Chase · JMC Holdings Group, LLC · Raleigh, NC
Scan run July 2026 · 5 queries × 3 engines × 2 markets