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AI Visibility Scorecard
LED Lights Direct
ledlightsdirect.com · E-commerce
Somewhat visible. AI bots can read LED Lights Direct, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#18,273 of 614,070 in E-commerce for AI visibility
6.4
/10
AEO Score
About LED Lights Direct
from our crawl and measurement
"Wholesale and retail lighting distributor of architectural LED fixtures. ✓ Upscale pendants. ✓ Best decision for commercial application. ✓ Delivery over the USA (48 states)." That is how LED Lights Direct of Sheridan, WY introduces itself. Its AI visibility score is 6.4 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (WebSite, BreadcrumbList, Organization), an llms.txt file for AI models and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
4
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
9
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
10
Inbound links from other sites.
Domain Trust
3
Established authority for your domain.
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 6.4/10, LED Lights Direct has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for LED Lights Direct
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
The $4.6 Trillion Problem Every E-Commerce Brand Ignores
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Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ledlightsdirect
Cite this score: Engagemii (2026). "AEO Score for LED Lights Direct." Retrieved from https://engagemii.com/aeo/brands/ledlightsdirect
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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