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AI Visibility Scorecard
Sabrina Frey Bead Mosaic
beadmosaickit.com · Education
Borderline visible. AI bots can crawl Sabrina Frey Bead Mosaic, 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
#531,249 of 916,187 in Education for AI visibility
4
AEO Visibility
iBorderline · 4.4/10
25
Muse Index Score
iAI agent readiness
Basic · 25/100
0
AI Adoption
iNone detected · 0/100
About Sabrina Frey Bead Mosaic
from our crawl and measurement
"Sabrina Frey created BeadMosaic.com as a One-Stop-Shop for all things related to bead mosaics. You can shop for kits and supplies as well as learn the process and share your creations." That is how Bead Mosaic of Pueblo West, CO introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.4 out of 10.
Our crawl found structured data on the page (LocalBusiness, WebSite) and a readable heading structure. It is missing an llms.txt file and a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
Clear headings and answer-style content.
Entity Clarity
10
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
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
0
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 4.4/10, Sabrina Frey Bead Mosaic is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for Sabrina Frey Bead Mosaic
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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 September 19, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/beadmosaickit
Cite this score: Engagemii (2026). "AEO Score for Sabrina Frey Bead Mosaic." Retrieved from https://engagemii.com/aeo/brands/beadmosaickit
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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