AI Visibility Scorecard
John A. Whitfield, MD
drjohnwhitfield.com · Healthcare
Borderline visible. AI bots can crawl John A. Whitfield, MD, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#623,618 of 919,067 in Healthcare for AI visibility
4
AEO Visibility
iBorderline · 4.3/10
0
Muse Index Score
iAI agent readiness
Basic · 0/100
0
AI Adoption
iNone detected · 0/100
About John A. Whitfield, MD
from our crawl and measurement
John A. Whitfield, MD: Gynecology and Gynecologic Surgery Fort Worth, TX, based in Fort Worth, TX, describes itself simply: "Trusted Gynecology and Gynecologic Surgery serving Fort Worth, TX. Contact us at 817-927-2229 or visit us at 1250 8th Ave, Suite 540, Fort Worth, TX 76104." 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 (Physician) and a readable heading structure. It is missing an llms.txt file and a sitemap.
By its own structured data it is a medical business.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
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
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
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 A. Whitfield, MD is crawlable but under-signaled - fixable, and the signals above are where to start.
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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Source & Attribution
Scored by Engagemii on September 26, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/drjohnwhitfield
Cite this score: Engagemii (2026). "AEO Score for John A. Whitfield, MD." Retrieved from https://engagemii.com/aeo/brands/drjohnwhitfield
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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