▲ 1.5 since Jul 2026
#73,309 OF 250,141 IN SPORTS & RECREATION
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AI Visibility Scorecard
CFLapedia
cflapedia.com · Sports & Recreation
Somewhat visible. AI bots can read CFLapedia, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#73,309 of 250,141 in Sports & Recreation for AI visibility
5
AEO Visibility
iBorderline · 5.1/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About CFLapedia
from our crawl and measurement
CFLapedia describes itself simply: "CFLapedia is the largest online repository of Canadian Football League (CFL) historical information available anywhere." When AI engines look at it, they find little to work with. It scores 4.0 out of 10.
The gap is on the page itself: the site is missing structured data describing the business, an llms.txt file, a sitemap, which are the first things an answer engine looks for.
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
Fair
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
Strong
Recognized in AI knowledge graphs.
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 5.1/10, CFLapedia has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for CFLapedia
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for CFLapedia.
Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cflapedia
Cite this score: Engagemii (2026). "AEO Score for CFLapedia." Retrieved from https://engagemii.com/aeo/brands/cflapedia
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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