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AI Visibility Scorecard
LITLab
litlabmobile.com · Healthcare
Borderline visible. AI bots can crawl LITLab, 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
#619,486 of 781,866 in Healthcare for AI visibility
3.8
/10
AEO Score
About LITLab
from our crawl and measurement
"LITLab offers mobile, high-fidelity surgical labs for MedTech and Health Systems to train teams onsite, reducing barriers and accelerating medical technology adoption." That is how LITLab introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.8 out of 10.
The site gets some of it right: it has structured data on the page (WebSite), a sitemap, substantial page content. What holds it back is what is absent, including an llms.txt file, a heading structure that lays out what it offers.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
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
5
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
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
0
No inbound links found yet.
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 3.8/10, LITLab is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for LITLab
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.
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/litlabmobile
Cite this score: Engagemii (2026). "AEO Score for LITLab." Retrieved from https://engagemii.com/aeo/brands/litlabmobile
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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