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AI Visibility Scorecard
CARDREF
cardref.com · Sports & Recreation
Borderline visible. AI bots can crawl CARDREF, 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
#144,933 of 181,655 in Sports & Recreation for AI visibility
3.5
/10
AEO Score
About CARDREF
from our crawl and measurement
"Live pricing and inventory for trading card vendors. Real-time market data, printable price labels, multi-inventory management, and customer-facing shop pages." That is how CARDREF introduces itself. When AI engines look at it, they find little to work with. It scores 3.5 out of 10.
The site gets some of it right: it has a readable heading structure, substantial page content. What holds it back is what is absent, including structured data describing the business, an llms.txt file, a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
Clear headings and answer-style content.
Entity Clarity
3
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
5
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
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 3.5/10, CARDREF is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for CARDREF
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 CARDREF.
Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cardref
Cite this score: Engagemii (2026). "AEO Score for CARDREF." Retrieved from https://engagemii.com/aeo/brands/cardref
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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