#506,614 OF 1,359,570 IN HOME & LIVING
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AI Visibility Scorecard
Chris Light Co
kcpoolconstruction.com · Home & Living
Borderline visible. AI bots can crawl Chris Light Co, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
AI engines read this profile 2 times
Claude · Meta AI
#506,614 of 1,359,570 in Home & Living for AI visibility
5
AEO Visibility
iBorderline · 4.8/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
0
AI Adoption
iNone detected · 0/100
About Chris Light Co
from our crawl and measurement
Chris Light Co, based in Overland Park, Kansas, describes itself simply: "The outdoor lighting design specialists at Chris Light Co are some of the best-trained lighting designers in the industry today." When AI engines look at it, they find little to work with. It scores 4.8 out of 10.
Under the hood there is structured data on the page (Place, LocalBusiness, Organization) and a readable heading structure, but the score is capped by what is missing: an llms.txt file, a sitemap.
Our monitoring has logged one AI crawler visit here: the engines come, the question is what they find.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
7
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
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
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 4.8/10, Chris Light Co is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Chris Light Co
Which AI engines already crawl you
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
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Source & Attribution
Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/kcpoolconstruction
Cite this score: Engagemii (2026). "AEO Score for Chris Light Co." Retrieved from https://engagemii.com/aeo/brands/kcpoolconstruction
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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