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AI Visibility Scorecard
justcollect.com · Media & Entertainment
Somewhat visible. AI bots can read Just Collect, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 6 times
ChatGPT · Apple Intelligence · Claude · Meta AI
#91,246 of 1,898,199 in Media & Entertainment for AI visibility
6.3
/10
AEO Score
from our crawl and measurement
"Just Collect is the Nation's largest buyer of vintage sports cards. With over 50 years in the hobby, we've bought and sold over $50 million worth of sports cards and memorabilia." That is how Just Collect introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.2 out of 10, readable in places and missing in others.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
AI crawlers have visited 4 times in our tracking, including GPTBot (ChatGPT), ClaudeBot (Anthropic) and Applebot (Siri).
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
8
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Authority
4
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
1
Social discussion and mentions.
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 6.3/10, Just Collect has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Just Collect
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/justcollect
Cite this score: Engagemii (2026). "AEO Score for Just Collect." Retrieved from https://engagemii.com/aeo/brands/justcollect
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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