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AI Visibility Scorecard
NCAA.com
ncaa.com · higher education
Somewhat visible. AI bots can read NCAA.com, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 7 times
ChatGPT · Claude · Meta AI · ChatGPT Search
#321 of 177,002 in Sports & Recreation for AI visibility
7
/10
AEO Score
About NCAA.com
from our crawl and measurement
"NCAA.com features live video, live scoring, rankings, news and statistics for all college sports across all divisions in the NCAA." That is how NCAA.com introduces itself. Measured against the twelve signals AI engines rely on, it scores 7.0 out of 10, a strong showing.
On its own pages the site does well on a clear heading structure. It is passable on basic crawler access and partial sitemap and link coverage. What holds it back is structured data describing the business, a clearly stated business identity and credibility markers like credentials or reviews.
Off the page, other sites link to it, the domain reads as established, AI engines recognise it as a distinct business, it turns up in press coverage and it comes up on Reddit. There is some, but not much, sign that there is little discussion of it.
AI crawlers have visited 7 times in our tracking, including OAI-SearchBot (OpenAI), ChatGPT-User and ClaudeBot (Anthropic). It does link out to several social profiles, which helps engines tie the brand together. The business dates to 1906.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Trust
6
Established authority for your domain.
Entity Presence
10
Recognized in AI knowledge graphs.
News Mentions
7
Press and news coverage.
Community
1
Forum and community discussion.
8
Reddit mentions and discussion.
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 7/10, NCAA.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 NCAA.com
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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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/ncaa
Cite this score: Engagemii (2026). "AEO Score for NCAA.com." Retrieved from https://engagemii.com/aeo/brands/ncaa
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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