AI Visibility Scorecard
MLBPA
mlbplayers.mlb.com · Media & Entertainment
Borderline visible. AI bots can crawl MLBPA, 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 12 times
Perplexity · ChatGPT · Meta AI · Claude
#45,385 of 1,966,321 in Media & Entertainment for AI visibility
73
AI Naming Predictability
iNamed occasionally · 73/100
Media & Entertainment average 17
Top 2% of Media & Entertainment
See what's behind this score →5
-
Network Authority
iNot connected yet
Media & Entertainment average 0.0
0 relationships · Media & Entertainment average 3
See what's behind this score →20
Muse Index Score
iAI agent readiness
Basic · 20/100
Media & Entertainment average 15
See what's behind this score →0
About MLBPA
from our crawl and measurement
"Official site of the MLB Players Association, representing Major League players and advancing the game on and off the field." That is how MLBPA of New York, NY introduces itself. Its AI visibility score is 5.0 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (WebSite, LocalBusiness) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have visited 4 times in our tracking, including ClaudeBot (Anthropic) and GPTBot (ChatGPT).
- Company ·
- MLBPA
- Website ·
- mlbplayers.mlb.com
- Industry ·
- Media & Entertainment
- Location ·
- New York, NY
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Aug 9, 2026
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Strong
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
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
Good
Established authority for your domain.
Reference Presence
Strong
Recognized in AI knowledge graphs.
News & Press
Strong
Press and news coverage.
Community
Good
Forum and community discussion.
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 read your site and name it in answers. At 5/10, MLBPA is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for MLBPA
Which AI engines already crawl you
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mlbplayers-mlb
Cite this score: Engagemii (2026). "AEO Score for MLBPA." Retrieved from https://engagemii.com/aeo/brands/mlbplayers-mlb
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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