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AI Visibility Scorecard
Lampstand Lighting Company LLC — Permanent Outdoor Lighting
lampstandlighting.com · Home & Living
At 2.5/10, Lampstand Lighting Company LLC — Permanent Outdoor Lighting 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
#1,057,008 of 1,100,293 in Home & Living for AI visibility
2.5
/10
AEO Score
About Lampstand Lighting Company LLC — Permanent Outdoor Lighting
from our crawl and measurement
"Permanent outdoor LED lighting for every season. Serving Howell and Livingston County, MI. Free quotes, custom colors, professional install." That is how Lampstand Lighting Company LLC — Permanent Outdoor Lighting introduces itself. To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 2.5 out of 10.
The site gets some of it right: it has a readable heading structure. What holds it back is what is absent, including structured data describing the business, an llms.txt file, a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
Clear headings and answer-style content.
Entity Clarity
3
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
4
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
0
No inbound links found yet.
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 2.5/10, Lampstand Lighting Company LLC — Permanent Outdoor Lighting is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Lampstand Lighting Company LLC — Permanent Outdoor Lighting
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Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/lampstandlighting
Cite this score: Engagemii (2026). "AEO Score for Lampstand Lighting Company LLC — Permanent Outdoor Lighting." Retrieved from https://engagemii.com/aeo/brands/lampstandlighting
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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