AI Visibility Scorecard
Ben White | Medicine & Miscellany
benwhite.com · Healthcare
Somewhat visible. AI bots can read Ben White | Medicine & Miscellany, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 20 times
Meta AI · Claude · Apple Intelligence
#5,854 of 923,115 in Healthcare for AI visibility
7
AEO Visibility
iVisible · 6.7/10
40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
0
AI Adoption
iNone detected · 0/100
About Ben White | Medicine & Miscellany
from our crawl and measurement
Ben White describes itself simply: "// 08.07.26 Medicine is a Loser’s Game 08.06.26 // Medicine In his 1971 book, Extraordinary Tennis for the Ordinary Player, Dr." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.7 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (BreadcrumbList, Person, WebPage), an llms.txt file for AI models and a sitemap. It is missing a heading structure that lays out what it offers.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
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
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
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
Strong
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 6.7/10, Ben White | Medicine & Miscellany has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Ben White | Medicine & Miscellany
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The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/benwhite
Cite this score: Engagemii (2026). "AEO Score for Ben White | Medicine & Miscellany." Retrieved from https://engagemii.com/aeo/brands/benwhite
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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