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AI Visibility Scorecard
marilynrobert.com · Home & Living
At 2.8/10, Marilyn Robert – Textile Design and Art is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
Monitoring for AI engine activity
In the Engagemii AEO index
#754,326 of 807,072 in Home & Living for AI visibility
2.8
/10
AEO Score
from our crawl and measurement
Marilyn Robert Textile Design and Art is a business whose own site puts it this way: "Explore Marilyn Robert's textile design, featuring handmade textiles and natural dyeing techniques that celebrate the beauty of textile art." To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 2.8 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 a clearly stated business identity, sitemaps and entity links AI can follow, structured data describing the business, a heading structure that lays out what it offers 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.
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
1
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
9
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
Domain Trust
1
Established authority for your domain.
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.
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 2.8/10, Marilyn Robert – Textile Design and Art is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for Marilyn Robert – Textile Design and Art
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Weekly ChatGPT & Claude citation tracking
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Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/marilynrobert
Cite this score: Engagemii (2026). "AEO Score for Marilyn Robert – Textile Design and Art." Retrieved from https://engagemii.com/aeo/brands/marilynrobert
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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