AI Visibility Scorecard
Negro Leagues Baseball Museum
nlbm.com · Media & Entertainment
Somewhat visible. AI bots can read Negro Leagues Baseball Museum, but it is missing signals that would get it named ahead of competitors.
AI engines read this profile 17 times
Perplexity · ChatGPT · Claude · Meta AI
#10,919 of 1,966,315 in Media & Entertainment for AI visibility
72
AI Naming Predictability
iNamed occasionally · 72/100
Media & Entertainment average 17
Top 1% of Media & Entertainment
See what's behind this score →6
-
Network Authority
iNot connected yet
Media & Entertainment average 0.0
0 relationships · Media & Entertainment average 3
See what's behind this score →15
Muse Index Score
iAI agent readiness
Transactable · 15/100
Media & Entertainment average 15
See what's behind this score →0
About Negro Leagues Baseball Museum
from our crawl and measurement
Negro Leagues Baseball Museum describes itself simply: "Stewarding One of America’s Most Meaningful Stories The Negro Leagues Baseball Museum is the world’s only national museum dedicated to preserving." Its AI visibility score is 5.5 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 (WebPage, BreadcrumbList, WebSite), an llms.txt file for AI models and a readable heading structure. It is missing a sitemap.
AI crawlers have visited 6 times in our tracking, including GPTBot (ChatGPT), ClaudeBot (Anthropic) and Meta AI.
- Company ·
- Negro Leagues Baseball Museum
- Website ·
- nlbm.com
- Industry ·
- Media & Entertainment
- Location ·
- Kansas City, Missouri
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Jul 31, 2026
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
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
Strong
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
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
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 5.5/10, Negro Leagues Baseball Museum has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Negro Leagues Baseball Museum
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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 July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/nlbm
Cite this score: Engagemii (2026). "AEO Score for Negro Leagues Baseball Museum." Retrieved from https://engagemii.com/aeo/brands/nlbm
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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