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AI Visibility Scorecard
Royal Retros
cflshop.com · Sports & Recreation
Borderline visible. AI bots can crawl Royal Retros, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#147,196 of 230,070 in Sports & Recreation for AI visibility
4.1
/10
AEO Score
About Royal Retros
from our crawl and measurement
"Royal Retros is an independent sports apparel company that builds modern merchandise programs, heritage and throwback apparel, custom design, ecommerce, and fulfillment, for leagues." That is how Royal Retros introduces itself. When AI engines look at it, they find little to work with. It scores 4.1 out of 10.
Our crawl found structured data on the page (Organization, FAQPage), a sitemap and a readable heading structure. It is missing an llms.txt file.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
8
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
6
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
Domain Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 4.1/10, Royal Retros is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Royal Retros
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Athletes Know What They Want. They Just Can't Find a Brand That Listens.
An athlete shopping for gear isn't browsing. They're problem-solving.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Royal Retros.
Source & Attribution
Scored by Engagemii on August 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cflshop
Cite this score: Engagemii (2026). "AEO Score for Royal Retros." Retrieved from https://engagemii.com/aeo/brands/cflshop
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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