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AI Visibility Scorecard
teacozyyarn.com · E-commerce
Somewhat visible. AI bots can read Tea Cozy Yarn Shop, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Claude
#113,664 of 643,002 in E-commerce for AI visibility
5.5
/10
AEO Score
from our crawl and measurement
Tea Cozy Yarn Shop is a N.W. Seattle, WA business whose own site puts it this way: "In addition to our regular weekend hours Saturday & Sunday 12 - 6 pm, we will be open Monday, August 3 from 12 - 4 pm." Its AI visibility score is 5.5 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 and a sitemap. It is missing structured data describing the business and a heading structure that lays out what it offers.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic).
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
5
Clear headings and answer-style content.
Entity Clarity
7
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
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
9
Inbound links from other sites.
Domain Authority
3
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
0
No social discussion 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 5.5/10, Tea Cozy Yarn Shop has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Tea Cozy Yarn Shop
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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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Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/teacozyyarn
Cite this score: Engagemii (2026). "AEO Score for Tea Cozy Yarn Shop." Retrieved from https://engagemii.com/aeo/brands/teacozyyarn
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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