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AI Visibility Scorecard
Bad Sheep Yarn
badsheepyarn.com · E-commerce
Somewhat visible. AI bots can read Bad Sheep Yarn, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#5,981 of 510,311 in E-commerce for AI visibility
6.6
/10
AEO Score
About Bad Sheep Yarn
from our crawl and measurement
Bad Sheep Yarn describes itself simply: "Hand-dyed small-batch yarn made with love in Pensacola, Florida. Shop for your next knitting, crochet, or fiber project. Make every stitch an exciting new adventure!." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.6 out of 10, readable in places and missing in others.
On the page itself the strengths are clear: a clear heading structure and crawler access and the files AI engines look for. It is passable on a partly stated business identity, a few credibility markers and partial sitemap and link coverage. What holds it back is structured data describing the business.
Away from its own site, other sites link to it and it comes up on Reddit. There is some, but not much, sign that the domain is only lightly established. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on and nobody is discussing it where AI engines look. Those are earned elsewhere on the web, not fixed on the site itself.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
5
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
9
Inbound links from other sites.
Domain Trust
3
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.
5
Reddit mentions and discussion.
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 6.6/10, Bad Sheep Yarn has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Bad Sheep Yarn
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
The $4.6 Trillion Problem Every E-Commerce Brand Ignores
Here's a number that should keep every e-commerce founder up at night: $4.6 trillion.
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/badsheepyarn
Cite this score: Engagemii (2026). "AEO Score for Bad Sheep Yarn." Retrieved from https://engagemii.com/aeo/brands/badsheepyarn
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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