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AI Visibility Scorecard
Doc Frank | A cheerful heart is good medicine
docfrank.com · Healthcare
Somewhat visible. AI bots can read Doc Frank | A cheerful heart is good medicine, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 6 times
Meta AI · Apple Intelligence · Claude
#194,953 of 851,574 in Healthcare for AI visibility
5.4
/10
AEO Score
About Doc Frank | A cheerful heart is good medicine
from our crawl and measurement
Doc Frank describes itself simply: "A reader sent this to me recently: Anyway, I think you can be a good voice to reassure fear, to educate people and to guide them out of panic to be responsible and ready." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.4 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (BreadcrumbList, CollectionPage, Organization), an llms.txt file for AI models and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
8
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 5.4/10, Doc Frank | A cheerful heart is good medicine has a working base to build on - 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
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 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/docfrank
Cite this score: Engagemii (2026). "AEO Score for Doc Frank | A cheerful heart is good medicine." Retrieved from https://engagemii.com/aeo/brands/docfrank
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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