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AI Visibility Scorecard
The North Carolina Arboretum
ncwinterlights.com · Education
Borderline visible. AI bots can crawl The North Carolina Arboretum, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#558,816 of 856,372 in Education for AI visibility
4.2
/10
AEO Score
About The North Carolina Arboretum
from our crawl and measurement
Winter Lights is a business whose own site puts it this way: "Join Us for Winter Lights November 18 - December 31, 2022! Winter Lights is a spectacular open-air walk-through light show made from over one million lights!." When AI engines look at it, they find little to work with. It scores 3.9 out of 10.
Our crawl found structured data on the page (WebPage, BreadcrumbList, WebSite) and a readable heading structure. It is missing an llms.txt file and a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
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
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
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 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 4.2/10, The North Carolina Arboretum is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for The North Carolina Arboretum
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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 11, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ncwinterlights
Cite this score: Engagemii (2026). "AEO Score for The North Carolina Arboretum." Retrieved from https://engagemii.com/aeo/brands/ncwinterlights
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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