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AI Visibility Scorecard
My LED Guy
myledguy.com · Manufacturing & Industrial
Somewhat visible. AI bots can read My LED Guy, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 10 times
Meta AI · Claude · ChatGPT · Apple Intelligence
#11,151 of 236,811 in Manufacturing & Industrial for AI visibility
6.1
/10
AEO Score
About My LED Guy
from our crawl and measurement
My LED Guy is a business whose own site puts it this way: "Discover optimal growth with Outdoor Ceiling LED Grow Lights in Phoenix, Arizona. At My LED Guy, elevate your cultivation with upgraded manufacturing lighting solutions. Call 602-849-3102." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.1 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited 4 times in our tracking, including ClaudeBot (Anthropic), GPTBot (ChatGPT) and Meta AI.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
8
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
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
7
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
9
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
8
Inbound links from other sites.
Domain Authority
1
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
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 6.1/10, My LED Guy has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for My LED Guy
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for My LED Guy.
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/myledguy
Cite this score: Engagemii (2026). "AEO Score for My LED Guy." Retrieved from https://engagemii.com/aeo/brands/myledguy
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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