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AI Visibility Scorecard
MLB Fan Base - There are over 171 Million baseball fans. Who are you rooting for?
mlbfanbase.com · Education
Borderline visible. AI bots can crawl MLB Fan Base - There are over 171 Million baseball fans. Who are you rooting for?, 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 1 times
Claude
#434,452 of 932,312 in Education for AI visibility
5
AEO Visibility
iBorderline · 4.8/10
35
Muse Index Score
iAI agent readiness
Basic · 35/100
0
AI Adoption
iNone detected · 0/100
About MLB Fan Base - There are over 171 Million baseball fans. Who are you rooting for?
from our crawl and measurement
MLB Fan Base is a business whose own site puts it this way: "There are over 171 Million baseball fans. Who are you rooting for?." When AI engines look at it, they find little to work with. It scores 4.6 out of 10.
Our crawl found structured data on the page (BreadcrumbList, CollectionPage, Organization), an llms.txt file for AI models and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
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
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
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
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 4.8/10, MLB Fan Base - There are over 171 Million baseball fans. Who are you rooting for? is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Cam Smith – Next breakout star in MLB?
Cam Smith’s journey to the Houston Astros’ Opening Day roster is nothing short of remarkable.
Is this your brand?
The exact fixes for MLB Fan Base - There are over 171 Million baseball fans. Who are you rooting for?
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.
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Source & Attribution
Scored by Engagemii on August 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mlbfanbase
Cite this score: Engagemii (2026). "AEO Score for MLB Fan Base - There are over 171 Million baseball fans. Who are you rooting for?." Retrieved from https://engagemii.com/aeo/brands/mlbfanbase
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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