AI Visibility Scorecard
John P. Lenz | Family Dentist | North Riverside Illinois
johnlenzdds.com · Healthcare
Borderline visible. AI bots can crawl John P. Lenz | Family Dentist | North Riverside Illinois, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
AI engines read this profile 3 times
Claude · Apple Intelligence · Perplexity
#626,546 of 923,289 in Healthcare for AI visibility
4
AEO Visibility
iBorderline · 4.3/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About John P. Lenz | Family Dentist | North Riverside Illinois
from our crawl and measurement
johnlenzdds is a business whose own site puts it this way: "The dentist office of John P. Lenz is located in North Riverside Illinois. Offering complete care, comfort, and warm personal attention for all ages." When AI engines look at it, they find little to work with. It scores 4.3 out of 10.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList), a sitemap and a readable heading structure. It is missing an llms.txt file.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
Clear headings and answer-style content.
Entity Clarity
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Good
Inbound links from other sites.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
What this score means
Your AEO score measures whether AI search engines - ChatGPT, Claude, Perplexity, Gemini - can actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 4.3/10, John P. Lenz | Family Dentist | North Riverside Illinois is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for John P. Lenz | Family Dentist | North Riverside Illinois
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/johnlenzdds
Cite this score: Engagemii (2026). "AEO Score for John P. Lenz | Family Dentist | North Riverside Illinois." Retrieved from https://engagemii.com/aeo/brands/johnlenzdds
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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