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AI Visibility Scorecard
Ledologic
ledologic.com · Healthcare
At 2.8/10, Ledologic is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
Monitoring for AI engine activity
In the Engagemii AEO index
#744,615 of 782,088 in Healthcare for AI visibility
2.8
/10
AEO Score
About Ledologic
from our crawl and measurement
"Specializing in Custom LED Design & PCB Assembly. We Offer Turnkey Solutions, from Concept to Production, for Automotive, Industrial, Medical, and More." That is how China Custom LED Modules & PCBA Manufacturing introduces itself. To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 2.5 out of 10.
Our crawl found structured data on the page (WebSite, Organization) and a sitemap. It is missing an llms.txt file and a heading structure that lays out what it offers.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
3
Clear headings and answer-style content.
Entity Clarity
6
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
3
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 2.8/10, Ledologic is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Ledologic
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 10, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ledologic
Cite this score: Engagemii (2026). "AEO Score for Ledologic." Retrieved from https://engagemii.com/aeo/brands/ledologic
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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