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AI Visibility Scorecard
Dr. Brian Harkins
tomballsurgery.com · Healthcare
Somewhat visible. AI bots can read Dr. Brian Harkins, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Claude · Apple Intelligence
#95,213 of 839,080 in Healthcare for AI visibility
5.8
/10
AEO Score
About Dr. Brian Harkins
from our crawl and measurement
Dr. Brian Harkins is a Tomball, TX business whose own site puts it this way: "Trust Dr. Brian Harkins and his team for expert robotic and minimally invasive surgery, with personalized care designed for exceptional patient outcomes." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.8 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (MedicalBusiness, LocalBusiness, Organization), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). By its own structured data it is a medical business.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
7
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
Clear headings and answer-style content.
Entity Clarity
10
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
9
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
9
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
7
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 5.8/10, Dr. Brian Harkins has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Dr. Brian Harkins
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
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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/tomballsurgery
Cite this score: Engagemii (2026). "AEO Score for Dr. Brian Harkins." Retrieved from https://engagemii.com/aeo/brands/tomballsurgery
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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