AI Visibility Scorecard
The College Sports Litigation Tracker
samcehrlich.com · Legal
Borderline visible. AI bots can crawl The College Sports Litigation Tracker, 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 3 times
Claude · Apple Intelligence
#329,361 of 388,716 in Legal for AI visibility
<1
4
AEO Visibility
iNear-invisible · 3.5/10
25
Muse Index Score
iAI agent readiness
Basic · 25/100
0
AI Adoption
iNone detected · 0/100
About The College Sports Litigation Tracker
from our crawl and measurement
The College Sports Litigation Tracker describes itself simply: "Check it out here!Key Dates in July 2026:July 15: Amended pleadings due in Patterson v." When AI engines look at it, they find little to work with. It scores 3.5 out of 10.
Under the hood there is structured data on the page (WebSite, LocalBusiness) and a sitemap, but the score is capped by what is missing: an llms.txt file, a heading structure that lays out what it offers.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
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
Fair
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
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 3.5/10, The College Sports Litigation Tracker is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for The College Sports Litigation Tracker
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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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/samcehrlich
Cite this score: Engagemii (2026). "AEO Score for The College Sports Litigation Tracker." Retrieved from https://engagemii.com/aeo/brands/samcehrlich
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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