AI Visibility Scorecard
Sports-Reference.com
minors.baseball-reference.com · Sports & Recreation
Somewhat visible. AI bots can read Sports-Reference.com, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#19,433 of 251,032 in Sports & Recreation for AI visibility
6
AEO Visibility
iBorderline · 5.8/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About Sports-Reference.com
from our crawl and measurement
Sports-Reference.com is a business whose own site puts it this way: "Sports Reference ® Baseball Football (college) Basketball (college) Hockey Soccer Blog Stathead ® Immaculate Grid ® Questions or Comments?." Its AI visibility score is 5.8 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found a readable heading structure, substantial page content. It also found the gaps that keep answer engines guessing: structured data describing the business, 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
Strong
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
Fair
Established authority for your domain.
Reference Presence
Strong
Recognized in AI knowledge graphs.
News & Press
Strong
Press and news coverage.
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 5.8/10, Sports-Reference.com has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for 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/minors-baseball-reference
Cite this score: Engagemii (2026). "AEO Score for Sports-Reference.com." Retrieved from https://engagemii.com/aeo/brands/minors-baseball-reference
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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