AI Visibility Scorecard
Cold Nose College
rocketrecall.com · Education
Borderline visible. AI bots can crawl Cold Nose College, 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
#363,349 of 937,604 in Education for AI visibility
<1
4
AEO Visibility
iBorderline · 4/10
30
Muse Index Score
iAI agent readiness
Agent-ready · 30/100
0
AI Adoption
iNone detected · 0/100
About Cold Nose College
from our crawl and measurement
"Nominated for Training Book of the year in the Dog Writers Association of America Annual Writing Contest." That is how Cold Nose College introduces itself. When AI engines look at it, they find little to work with. It scores 4.0 out of 10.
The site gets some of it right: it has structured data on the page (Organization, WebSite, ImageObject), a readable heading structure. What holds it back is what is absent, including an llms.txt file, a sitemap.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
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 4/10, Cold Nose College is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for Cold Nose College
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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 July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/rocketrecall
Cite this score: Engagemii (2026). "AEO Score for Cold Nose College." Retrieved from https://engagemii.com/aeo/brands/rocketrecall
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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