AI Visibility Scorecard
www.cfbstats.com
cfbstats.com · Education
Somewhat visible. AI bots can read www.cfbstats.com, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 24 times
Meta AI · Claude · ChatGPT · Apple Intelligence
#17,958 of 937,139 in Education for AI visibility
7
AEO Visibility
iVisible · 6.6/10
10
Muse Index Score
iAI agent readiness
Not agent-ready · 10/100
0
AI Adoption
iNone detected · 0/100
About www.cfbstats.com
from our crawl and measurement
www.cfbstats.com describes itself simply: "Contact Us @SportSourceA Home National Conferences Teams Players The Ultimate Site for College Football Stats Junkies Split Statistics All stat categories broken down by game location, game." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.6 out of 10, readable in places and missing in others.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited 3 times in our tracking, including ClaudeBot (Anthropic) and GPTBot (ChatGPT).
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
Good
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
Strong
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Good
Press and news coverage.
Community
Weak
No community discussion yet.
Social Mentions
Good
Social discussion and mentions.
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 6.6/10, www.cfbstats.com has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
Why Our Data?
Certified Our data set is the official data set of the College Football Playoff. It is also used by hundreds of companies, bloggers, websites, college teams, professional teams, and fans. ↻ Complete Our data set has every play of every game for all 130 FBS Teams. $ Cost Effective Save tens of thousands of dollars in trying to aggregate this data manually.
Is this your brand?
The exact fixes for www.cfbstats.com
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for www.cfbstats.com.
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cfbstats
Cite this score: Engagemii (2026). "AEO Score for www.cfbstats.com." Retrieved from https://engagemii.com/aeo/brands/cfbstats
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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