ListedIn AI
Authority Report

90% of Denver Dentists Are Invisible to AI. Here's What We Found

In This Report
  1. Executive Summary
  2. Methodology
  3. The Questions We Asked AI
  4. Overall Visibility Findings
  5. Multi-Model Disagreement
  6. Competitive Density
  7. AI’s Narrow Lens
  8. What This Means for Denver Dentists
  9. See Your Own Visibility
  10. Frequently Asked Questions

Executive Summary

We scanned 48 dental practices in Denver, Colorado across three major AI models: ChatGPT, Gemini, and Claude. The results reveal a significant gap between real-world reputation and AI awareness.

90%
Invisible to all AI models
1%
Visible across all 3 models
3/100
Average visibility score
100%
Model disagreement rate

The vast majority of Denver dental practices are completely absent from AI recommendations. Of the few that do appear, only Cherry Creek Dental Spa was visible across all three models. Each model recommended a different mix of practices.

Is your practice one of them?

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Methodology

This report is based on structured AI visibility scans conducted in March 2026.

  • Sample: 48 dental practices in Denver, Colorado
  • Sourcing: practices identified via Google Places API, deduplicated by domain and validated for active web presence
  • Models tested: ChatGPT, Gemini, and Claude
  • Prompts: natural-language questions about Denver dentists (see below), with no prompt manipulation or specialty modifiers
  • Scoring: each practice received a visibility score (0-100) based on appearance frequency, mention quality, and cross-model consistency
Important: AI responses change over time as models are updated. The data in this report reflects a specific point in time and should not be interpreted as a permanent ranking or endorsement.

The Questions We Asked AI

We used straightforward, natural-language prompts that mirror how real patients ask AI for recommendations. No optimized phrasing. No leading questions.

Can you recommend the best dentist companies in or near Denver, Colorado? Please include company names and websites.

I'm comparing dentist options in the Denver, Colorado area. Who should I consider?

Who are the best dentist providers serving the greater Denver area? Please include company names and websites.

Each prompt was sent to all three AI models identically. Responses were analyzed for specific practice mentions, descriptions, and recommendation context.

Overall Visibility Findings

Appearance Rate by Model Count

Of the 48 practices scanned, here is how many appeared in AI recommendations:

Appeared in 0 models43 practices
Appeared in 1 model4 practices
Appeared in 2 models0 practices
Appeared in 3 models1 practices

43 practices (90%) did not appear in any AI model's recommendations. Only 1 practices (1%) appeared consistently across all three models.

Visibility Score Distribution

3
Average score
0
Median score
45
Highest score

Most Visible Practices

RankPracticeScore
1Cherry Creek Dental Spa45/100
2Aspen Dental - Cherry Creek31/100
3Comfort Dental22/100
4Downtown Denver Dental15/100
5Metropolitan Dental Care12/100

Multi-Model Disagreement

One of the most significant findings: AI models disagree on which dentists to recommend 100% of the time.

This means there is no single “AI ranking.” Each model sees a different version of reality, and patients using different AI tools are being directed to different practices.

Example: “Best dentists in Denver”

ChatGPT: Cherry Creek Dental Spa

Gemini: Cherry Creek Dental Spa, Downtown Denver Dental

Claude: Aspen Dental - Cherry Creek, Cherry Creek Dental Spa, Comfort Dental, Metropolitan Dental Care

Cherry Creek Dental Spa was the only practice from our sample visible across all three models. ChatGPT named only this one practice, while Gemini and Claude each recommended a different mix, demonstrating why checking just one model gives an incomplete picture.

Which models mention your practice?

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Competitive Density

Across all scans, we detected 47 unique dental practices mentioned by at least one AI model. However, AI consistently concentrates its recommendations among a small group.

Most Frequently Recommended Practices

Park Hill Dental192 practices
Highlands Dentistry144 practices
Aesthetic Dentistry of Denver144 practices
Cherry Creek Dental141 practices
Denver Dental Solutions131 practices

AI consistently recommends a small set of practices. The remaining practices are either mentioned rarely or not at all. This concentration effect means the gap between visible and invisible practices is significant.

AI’s Narrow Lens

According to Dentagraphics, there are approximately 934 general dental practices in the greater Denver metropolitan area. Across all 432 AI responses in this study, the models collectively recommended just 47 unique practice names.

Real market (Google)934 practices
AI’s total awareness47 practices (5%)

AI models are aware of roughly 5% of the actual market. Even among the 47 practices AI does mention, the same handful appear repeatedly while most are named once or twice. The other 887 practices in the Denver metro are completely outside AI’s awareness.

What This Means for Denver Dentists

This data tells a clear story:

  • AI is shaping patient perception. Patients increasingly use AI for healthcare provider recommendations. The practices AI mentions have an advantage in discovery.
  • Invisibility means lost discovery. 90% of the practices in this study are completely absent from AI recommendations. That is a massive blind spot.
  • No single model tells the full story. With a 100% disagreement rate, checking one AI tool is not enough. Your visibility varies by model.
  • Visibility is not permanent. AI models update regularly. A practice visible today may not be visible next quarter. Ongoing monitoring is the only way to track this.

This report does not provide optimization advice or suggest tactics to “rank” in AI. There is no reliable way to guarantee AI placement. But knowing where you stand, and how that changes over time, is the foundation of an informed response.

See Your Own Visibility

This report provides aggregate data about the Denver dental market. Your individual results may differ.

  • Your competitors may already appear in AI recommendations
  • You may be visible on one model but invisible on others
  • AI may describe your practice inaccurately

The only way to know is to scan your own practice.

Check your AI visibility score

See if ChatGPT, Gemini, and Claude mention your practice. Get your visibility score, competitor analysis, and accuracy report.

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Frequently Asked Questions

How often do AI recommendations for dentists change?
AI recommendations can change with every model update, which happens anywhere from weekly to quarterly. A practice visible today may not be visible next month. This is why ongoing monitoring is more valuable than a one-time check.
Does being invisible to AI mean my SEO is bad?
No. AI visibility and SEO are different systems. A practice can rank #1 on Google and still not appear in AI recommendations. AI models base their recommendations on training data patterns, not live search rankings.
Why do ChatGPT, Gemini, and Claude recommend different dentists?
Each AI model is trained on different data, at different times, using different methods. This means they each have a different picture of which dental practices exist and which are worth recommending. There is no single 'AI ranking.'
Is this report a ranking of Denver dentists?
No. This report measures AI visibility, not quality of care. A high visibility score means AI models are aware of and recommend a practice. It does not imply endorsement, superior service, or clinical quality.
How were the dental practices in this study selected?
Practices were identified through structured queries to the Google Places API for dentists in Denver, CO. Results were deduplicated, validated for active web presence, and filtered to include general and family dentistry practices within Denver city limits.

What AI Visibility Means for Your Small Business
Foundation
Why ChatGPT and Gemini Disagree
Foundation
Why AI Recommendations Change Over Time
Foundation