AI Visibility Scorecard
Bob Cox's Yesteryear
bcyesteryear.com · Education
Borderline visible. AI bots can crawl Bob Cox's Yesteryear, 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 5 times
Claude · Meta AI · ShapBot
#111,949 of 937,577 in Education for AI visibility
0
AI Naming Predictability
iRarely named · 0/100
More likely to be named than 83% of Education companies
4
AEO Visibility
iBorderline · 4.2/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Bob Cox's Yesteryear
from our crawl and measurement
Bob Cox's Yesteryear describes itself simply: "Documenting the Nostalgic History of Upper East Tennessee About Us Posts by Date Johnson’s Depot Search Do you enjoy reading about the history of Northeast Tennessee and surrounding area?." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.2 out of 10.
Our crawl found a sitemap. It is missing structured data describing the business, an llms.txt file and a heading structure that lays out what it offers.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
Clear headings and answer-style content.
Entity Clarity
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Weak
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
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 4.2/10, Bob Cox's Yesteryear is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for Bob Cox's Yesteryear
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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/bcyesteryear
Cite this score: Engagemii (2026). "AEO Score for Bob Cox's Yesteryear." Retrieved from https://engagemii.com/aeo/brands/bcyesteryear
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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