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AI Visibility Scorecard
Black in Appalachia
blacksinappalachia.com · Education
Borderline visible. AI bots can crawl Black in Appalachia, 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 1 times
ChatGPT
#669,431 of 891,517 in Education for AI visibility
4
AEO Visibility
iNear-invisible · 3.8/10
25
Muse Index Score
iAI agent readiness
Basic · 25/100
0
AI Adoption
iNone detected · 0/100
About Black in Appalachia
from our crawl and measurement
History, based in Knoxville, Tennessee, describes itself simply: "Black in Appalachia, an initiative of East Tennessee PBS, is working to highlight the history of African-Americans in the development of our region and its culture." When AI engines look at it, they find little to work with. It scores 3.8 out of 10.
Our crawl found structured data on the page (EducationalOrganization, LocalBusiness, 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
7
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
4
Clear headings and answer-style content.
Entity Clarity
9
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 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 3.8/10, Black in Appalachia is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Black in Appalachia
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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 September 13, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/blacksinappalachia
Cite this score: Engagemii (2026). "AEO Score for Black in Appalachia." Retrieved from https://engagemii.com/aeo/brands/blacksinappalachia
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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