▲ 0.2 since Jul 2026
#57,133 OF 250,704 IN SPORTS & RECREATION
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AI Visibility Scorecard
North American Rugby Database - The Perfect North American Rugby Companion
mlrstats.com · Sports & Recreation
Somewhat visible. AI bots can read North American Rugby Database - The Perfect North American Rugby Companion, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#57,133 of 250,704 in Sports & Recreation for AI visibility
5
AEO Visibility
iBorderline · 5.2/10
35
Muse Index Score
iAI agent readiness
Basic · 35/100
4
AI Adoption
iBasic · 4/100
About North American Rugby Database - The Perfect North American Rugby Companion
from our crawl and measurement
North American Rugby Database is a business whose own site puts it this way: "Your 'one-stop shop' for professional rugby in North America, providing news, statistics, and insights into your favourite Leagues, players, and teams." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.4 out of 10.
Our crawl found structured data on the page (BreadcrumbList, Person, WebPage), 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
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
Good
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 5.2/10, North American Rugby Database - The Perfect North American Rugby Companion has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
How To Use This Site?
This site can be used as a tool to find and/or collate data about current and past MLR players, teams, and results. If you like to search for players, you can do so. If you like to view match reports of the most recent MLR games, you can do so. If you like to trawl through the archive to find a gem, you can do so!
Is this your brand?
The exact fixes for North American Rugby Database - The Perfect North American Rugby Companion
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/mlrstats
Cite this score: Engagemii (2026). "AEO Score for North American Rugby Database - The Perfect North American Rugby Companion." Retrieved from https://engagemii.com/aeo/brands/mlrstats
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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