AI Visibility Scorecard
Yellow Dog Coffee Roasters
yellowdogroasters.com · E-commerce
Borderline visible. AI bots can crawl Yellow Dog Coffee Roasters, 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 6 times
Meta AI · Claude · ShapBot
#74,382 of 738,818 in E-commerce for AI visibility
2
4
AEO Visibility
iBorderline · 4.2/10
50
Muse Index Score
iAI agent readiness
Transactable · 50/100
0
AI Adoption
iNone detected · 0/100
About Yellow Dog Coffee Roasters
from our crawl and measurement
"As support for the business grew, we opened our first retail location, creating a space where customers could enjoy specialty coffee right where it was roasted." That is how Yellow Dog Coffee Roasters introduces itself. When AI engines look at it, they find little to work with. It scores 4.2 out of 10.
Our crawl found structured data on the page (Organization, WebSite), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 6 times in our tracking, including ClaudeBot (Anthropic), Meta AI and ShapBot (Parallel).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
Clear headings and answer-style content.
Entity Clarity
Good
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
Strong
Inbound links from other sites.
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 4.2/10, Yellow Dog Coffee Roasters is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for Yellow Dog Coffee Roasters
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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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Yellow Dog Coffee Roasters.
Yellow Dog Coffee Roasters lists 9 products, 9 in stock, priced 10.00 to 17.00.
Show all 9 products
- Mexico Chiapas · 16.00
- Gift Card - Yellow Dog Coffee Roasters (online orders only) · 10.00
- Manahawkin Blend · 17.00 · Coffee
- Sumatra Aceh Mandheling · 16.00 · Coffee
- DECAF - Mexico · 16.00
- Bayman Blend · 16.00 · Coffee
- Ethiopia Yirgacheffe · 17.00 · Coffee
- Crooked Creek Blend · 16.00 · Coffee
- Colombia Nariño · 16.00 · Coffee
Machine-readable copy: the product feed (JSON).
Source & Attribution
Scored by Engagemii on October 24, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/yellowdogroasters
Cite this score: Engagemii (2026). "AEO Score for Yellow Dog Coffee Roasters." Retrieved from https://engagemii.com/aeo/brands/yellowdogroasters
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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