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AI Visibility Scorecard
Sullivan County Imagination Library
scimaginationlibrary.org · Nonprofits
Somewhat visible. AI bots can read Sullivan County Imagination Library, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 3 times
Claude · Meta AI
#185,319 of 772,247 in Nonprofits for AI visibility
5.4
/10
AEO Score
About Sullivan County Imagination Library
from our crawl and measurement
"The Sullivan County Imagination Library is an affiliate of the Dolly Parton Imagination Library and a partner with the Governor's Early Literacy Foundation." That is how Sullivan County Imagination Library of Kingsport, TN introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.3 out of 10, readable in places, missing in others.
The site gets some of it right: it has structured data on the page (WebPage, ImageObject, BreadcrumbList), a sitemap, a readable heading structure. What holds it back is what is absent, including an llms.txt file.
AI crawlers have visited the site once in our tracking, so the engines are already looking.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
6
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
9
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 5.4/10, Sullivan County Imagination Library has a working base to build on - fixable, and the signals above are where to start.
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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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/scimaginationlibrary-org
Cite this score: Engagemii (2026). "AEO Score for Sullivan County Imagination Library." Retrieved from https://engagemii.com/aeo/brands/scimaginationlibrary-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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