AI Visibility Scorecard
Sports Reference
sports-reference.com · Sports & Recreation
Somewhat visible. AI bots can read Sports Reference, but it is missing signals that would get it named ahead of competitors.
AI engines read this profile 5 times
ChatGPT · Claude · Meta AI · Perplexity
#554 of 251,600 in Sports & Recreation for AI visibility
99
AI Naming Predictability
iAI names companies like this often · 99/100
Sports & Recreation average 17
Top 1% of Sports & Recreation
See what's behind this score →6.4
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Sports & Recreation average 3. Claim your page and Engagemii is your first.
See what's behind this score →0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
Sports & Recreation average 16
See what's behind this score →0
About Sports Reference
from our crawl and measurement
"Explore historical sports stats across Baseball, Basketball, Hockey, Football and Soccer. Build free sports dashboard with your favorite teams." That is how Sports Reference introduces itself. Its AI visibility score is 6.4 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. It is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited 5 times in our tracking, including GPTBot (ChatGPT), ClaudeBot (Anthropic) and Meta AI.
- Company ·
- Sports Reference
- Website ·
- sports-reference.com
- Industry ·
- Sports & Recreation
- Location ·
- Philadelphia, Pennsylvania
- Site status ·
- Live (The website showed an active business site when last checked (Aug 26, 2026).)
- Last scored ·
- Oct 24, 2026
The 6 on-page 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
Fair
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.
The 6 off-page signals AI reads
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
Strong
Recognized in AI knowledge graphs.
News & Press
Strong
Press and news coverage.
Community
Fair
Forum and community discussion.
Social Mentions
Strong
Social discussion and mentions.
What this score means
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 6.4/10, Sports Reference 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
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
Already have an account? Sign in
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 portalSign up free to read the full article and get your AEO fix list for Sports Reference.
Source & Attribution
Scored by Engagemii on October 24, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/sports-reference
Cite this score: Engagemii (2026). "AEO Score for Sports Reference." Retrieved from https://engagemii.com/aeo/brands/sports-reference
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
Powered by Engagemii - The Answer Engine Optimization (AEO) Platform