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AI Visibility Scorecard
LEDBOX EXPERTS
ledbox-experts.com · E-commerce
At 1.8/10, LEDBOX EXPERTS 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
#598,416 of 614,330 in E-commerce for AI visibility
1.8
/10
AEO Score
About LEDBOX EXPERTS
from our crawl and measurement
"It works and saves money of our partners Let there be light." That is how LEDBOX EXPERTS introduces itself. To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 1.6 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
2
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
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
4
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
2
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 1.8/10, LEDBOX EXPERTS is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for LEDBOX EXPERTS
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
The $4.6 Trillion Problem Every E-Commerce Brand Ignores
Here's a number that should keep every e-commerce founder up at night: $4.6 trillion.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for LEDBOX EXPERTS.
Source & Attribution
Scored by Engagemii on August 10, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ledbox-experts
Cite this score: Engagemii (2026). "AEO Score for LEDBOX EXPERTS." Retrieved from https://engagemii.com/aeo/brands/ledbox-experts
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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