AI Visibility Scorecard
hfthnetwork
hfthnetwork.org · Healthcare
Borderline visible. AI bots can crawl hfthnetwork, 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 12 times
Meta AI · Claude · Apple Intelligence
#31,323 of 924,420 in Healthcare for AI visibility
<1
5
AEO Visibility
iBorderline · 4.6/10
10
Muse Index Score
iAI agent readiness
Basic · 10/100
0
AI Adoption
iNone detected · 0/100
About hfthnetwork
from our crawl and measurement
"Human Factors Transforming Healthcare (HFTH) was founded by embedded human factors practitioners." That is how hfthnetwork introduces itself. When AI engines look at it, they find little to work with. It scores 4.6 out of 10.
On its own pages the site does well on a clear heading structure, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. It is passable on a partly stated business identity. What holds it back is structured data describing the business and credibility markers like credentials or reviews.
Off the page, other sites link to it. There is some, but not much, sign that the domain is only lightly established and it barely surfaces on Reddit. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on and nobody is discussing it where AI engines look. None of that can be fixed on the page: it has to be earned.
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
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
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
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
Fair
Established authority for your domain.
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 4.6/10, hfthnetwork is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Why do we need HF in healthcare?
Healthcare systems are complex. Due to the numerous complexities, medical errors have become the third leading cause of patient death. Evidence has shown that human factors has been able to address the work system complications and improve patient safety. Human factors have been effectively utilized in health care to address patient safety issues.
What can HFTH do for me??
We aim to provide resources to anyone looking to apply HF principles in their organizations and create engagement with those considering a career in healthcare HF. For embedded healthcare HF practitioners, HFTH is a place where ideas can be discussed with peers.
Is this your brand?
The exact fixes for hfthnetwork
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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/hfthnetwork-org
Cite this score: Engagemii (2026). "AEO Score for hfthnetwork." Retrieved from https://engagemii.com/aeo/brands/hfthnetwork-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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