AI Visibility Scorecard
Vagrant Records
vagrant.com · Fashion & Apparel
Somewhat visible. AI bots can read Vagrant Records, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 9 times
Claude · ChatGPT · Apple Intelligence · Meta AI
#9,409 of 245,974 in Fashion & Apparel for AI visibility
6
AEO Visibility
iVisible · 6.2/10
20
Muse Index Score
iAI agent readiness
Transactable · 20/100
0
AI Adoption
iNone detected · 0/100
About Vagrant Records
from our crawl and measurement
Vagrant Records describes itself simply: "Celebrating 25 years! Shop Vagrant Records for apparel, music and more! Home to Bad Suns, Balance and Composure, Thrice, Senses Fail, Saves the day and many more." Its AI visibility score is 6.2 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found an llms.txt file for AI models, a sitemap and a readable heading structure. It is missing structured data describing the business.
AI crawlers have visited 3 times in our tracking, including GPTBot (ChatGPT) and ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
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
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
Strong
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
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 6.2/10, Vagrant Records has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Vagrant Records
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The AEO Checklist Every Small Business Owner Needs Right Now
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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Vagrant Records lists 148 products, 136 in stock, priced 5.00 to 48.00.
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/vagrant
Cite this score: Engagemii (2026). "AEO Score for Vagrant Records." Retrieved from https://engagemii.com/aeo/brands/vagrant
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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