AI Visibility Scorecard
ROXY MARJ 2023
roxymarj.com · Food & Beverage
Borderline visible. AI bots can crawl ROXY MARJ 2023, 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 4 times
Claude
#721,694 of 1,394,000 in Food & Beverage for AI visibility
72
AI Naming Predictability
iLikely to be named · 72/100
4
AEO Visibility
iBorderline · 4.3/10
10
Muse Index Score
iAI agent readiness
Basic · 10/100
0
AI Adoption
iNone detected · 0/100
About ROXY MARJ 2023
from our crawl and measurement
"Roxy Marj is a surface designer known for blending her love of Scandinavian and Southwest design into a unique style of folk art." That is how ROXY MARJ 2023 introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.3 out of 10.
On the page itself the strengths are clear: crawler access and the files AI engines look for. What holds it back is structured data describing the business, a heading structure that lays out what it offers, a clearly stated business identity, sitemaps and entity links AI can follow and credibility markers like credentials or reviews.
Off the page there is only faint evidence that the domain is only lightly established. Beyond that, almost no other sites link to it, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.
The site links to no social profiles, so there is nothing tying the brand to a wider presence.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
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
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
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 4.3/10, ROXY MARJ 2023 is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for ROXY MARJ 2023
Which AI engines already crawl you
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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 July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/roxymarj
Cite this score: Engagemii (2026). "AEO Score for ROXY MARJ 2023." Retrieved from https://engagemii.com/aeo/brands/roxymarj
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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