#463,463 OF 521,615 IN PROFESSIONAL SERVICES
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AI Visibility Scorecard
Sean Crowell, LED Lighting Guy That Does Cool Things with Light!
coolthingswithlight.com · Professional Services
At 2.9/10, Sean Crowell, LED Lighting Guy That Does Cool Things with Light! 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
#463,463 of 521,615 in Professional Services for AI visibility
3
AEO Visibility
iNear-invisible · 2.9/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Sean Crowell, LED Lighting Guy That Does Cool Things with Light!
from our crawl and measurement
"Personal portfolio and information page of Sean Crowell, specialist in LED lighting, fiber optics and lighting design. Authorized reseller for Color Kinetics." That is how Sean Crowell, LED Lighting Guy That Does Cool Things with Light! introduces itself. To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 2.9 out of 10.
Our crawl found structured data on the page (WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
5
Clear headings and answer-style content.
Entity Clarity
4
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
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
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 Authority
0
Little domain authority yet.
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 2.9/10, Sean Crowell, LED Lighting Guy That Does Cool Things with Light! is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Sean Crowell, LED Lighting Guy That Does Cool Things with Light!
Which AI engines already crawl you
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Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Source & Attribution
Scored by Engagemii on September 18, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/coolthingswithlight
Cite this score: Engagemii (2026). "AEO Score for Sean Crowell, LED Lighting Guy That Does Cool Things with Light!." Retrieved from https://engagemii.com/aeo/brands/coolthingswithlight
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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