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AI Visibility Scorecard
LeanHospitalsWork.com
leanhospitalswork.com · Healthcare
Borderline visible. AI bots can crawl LeanHospitalsWork.com, 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
#747,594 of 817,803 in Healthcare for AI visibility
3.1
/10
AEO Score
About LeanHospitalsWork.com
from our crawl and measurement
"It can also help you gain the ability to do more (much more) with the same or less resources.Yet, most hospitals’ Lean efforts are short-lived, ineffective, and result in an 80-90% failure." That is how LeanHospitalsWork.com introduces itself. To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 2.8 out of 10.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
5
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 3.1/10, LeanHospitalsWork.com is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for LeanHospitalsWork.com
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Trust Is the Product. AI Is How You Build It at Scale.
In health and wellness, you're not just selling a product. You're asking someone to trust you with their body.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for LeanHospitalsWork.com.
Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/leanhospitalswork
Cite this score: Engagemii (2026). "AEO Score for LeanHospitalsWork.com." Retrieved from https://engagemii.com/aeo/brands/leanhospitalswork
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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