AI Visibility Scorecard
Rookie Roster
rookieroster.com · Sports & Recreation
Borderline visible. AI bots can crawl Rookie Roster, 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 3 times
Claude · Perplexity
#215,890 of 251,531 in Sports & Recreation for AI visibility
<1
4
AEO Visibility
iNear-invisible · 3.5/10
50
Muse Index Score
iAI agent readiness
Transactable · 50/100
0
AI Adoption
iNone detected · 0/100
About Rookie Roster
from our crawl and measurement
Rookie Roster describes itself simply: "Youth sports league management for rosters, schedules, RSVPs, payments, and coach-parent messaging across flag football, soccer, baseball, hockey, basketball, and lacrosse." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.5 out of 10.
Our crawl found structured data on the page (Organization, WebSite, SoftwareApplication) and a sitemap. It is missing an llms.txt file and a heading structure that lays out what it offers.
AI crawlers have visited 3 times in our tracking, including ClaudeBot (Anthropic) and PerplexityBot.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Weak
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
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Weak
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 3.5/10, Rookie Roster is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for Rookie Roster
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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 October 24, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/rookieroster
Cite this score: Engagemii (2026). "AEO Score for Rookie Roster." Retrieved from https://engagemii.com/aeo/brands/rookieroster
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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