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AI Visibility Scorecard
LED Plus More
ledplusmore.com · E-commerce
Borderline visible. AI bots can crawl LED Plus More, 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
#239,711 of 553,203 in E-commerce for AI visibility
4.7
/10
AEO Score
About LED Plus More
from our crawl and measurement
LED Plus More Best Seller of LED Lighting Fixtures is a business whose own site puts it this way: "Indulge in our collection of LED lighting fixtures, including LED pendant lighting fixtures, LED linear, ceiling lights, outdoor lights, wall lights, pendant lights, panel lights, and LED." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.4 out of 10.
Our crawl found structured data on the page (Organization, WebSite), an llms.txt file for AI models and a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
Clear headings and answer-style content.
Entity Clarity
7
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
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
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 4.7/10, LED Plus More is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for LED Plus More
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.
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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/ledplusmore
Cite this score: Engagemii (2026). "AEO Score for LED Plus More." Retrieved from https://engagemii.com/aeo/brands/ledplusmore
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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