AI Visibility Scorecard
College Basketball at Sports-Reference.com
cbref.com · Education
Borderline visible. AI bots can crawl College Basketball at Sports-Reference.com, 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
Claude
#567,263 of 936,963 in Education for AI visibility
4
AEO Visibility
iBorderline · 4.4/10
0
Muse Index Score
iAI agent readiness
Basic · 0/100
0
AI Adoption
iNone detected · 0/100
About College Basketball at Sports-Reference.com
from our crawl and measurement
College Basketball at Sports-Reference.com describes itself simply: "Sports Reference ® Baseball Football (college) Basketball (college) Hockey Soccer Blog Stathead ® Immaculate Grid ® Questions or Comments?." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.4 out of 10.
Under the hood there is structured data on the page (WebSite) and a readable heading structure and substantial page content, but the score is capped by what is missing: an llms.txt file, a sitemap.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
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
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
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 4.4/10, College Basketball at Sports-Reference.com is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for College Basketball at Sports-Reference.com
Which AI engines already crawl you
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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/cbref
Cite this score: Engagemii (2026). "AEO Score for College Basketball at Sports-Reference.com." Retrieved from https://engagemii.com/aeo/brands/cbref
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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