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AI Visibility Scorecard
US LED, Ltd.
usled.com · Manufacturing & Industrial
Somewhat visible. AI bots can read US LED, Ltd., but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 14 times
Meta AI · Claude · ChatGPT · Apple Intelligence
#473 of 242,445 in Manufacturing & Industrial for AI visibility
7
AEO Visibility
iVisible · 6.7/10
65
Muse Index Score
iAI agent readiness
Agent-ready · 65/100
0
AI Adoption
iNone detected · 0/100
About US LED, Ltd.
from our crawl and measurement
"US LED is a U.S.-based commercial and industrial LED lighting manufacturer and solutions provider specializing in large-scale LED retrofits for warehouses, industrial facilities, retail." That is how US LED, Ltd. of Katy, TX introduces itself. Its AI visibility score is 6.7 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 (Organization, LocalBusiness, WebSite), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 4 times in our tracking, including ClaudeBot (Anthropic) and GPTBot (ChatGPT).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
10
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
10
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
7
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
10
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
9
Inbound links from other sites.
Domain Authority
3
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
1
Press and news coverage.
Community
0
No community discussion yet.
Social Mentions
0
No social discussion 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 6.7/10, US LED, Ltd. has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for US LED, Ltd.
Which AI engines already crawl you
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The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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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/usled
Cite this score: Engagemii (2026). "AEO Score for US LED, Ltd.." Retrieved from https://engagemii.com/aeo/brands/usled
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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