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AI Visibility Scorecard
Fresh Roasted Coffee
ecocoffeeroaster.com · E-commerce
Somewhat visible. AI bots can read Fresh Roasted Coffee, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#179,502 of 639,108 in E-commerce for AI visibility
5.1
/10
AEO Score
About Fresh Roasted Coffee
from our crawl and measurement
Fresh Roasted Coffee describes itself simply: "Family-owned PA roaster since 2011. 100+ specialty coffees roasted fresh to order, plus pods, capsules, and organic teas and botanicals. Free shipping over $50." When AI engines look at it, they find little to work with. It scores 4.9 out of 10.
Our crawl found structured data on the page (Organization, 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
10
Clear headings and answer-style content.
Entity Clarity
8
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
7
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
10
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 5.1/10, Fresh Roasted Coffee has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Fresh Roasted Coffee
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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 August 10, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ecocoffeeroaster
Cite this score: Engagemii (2026). "AEO Score for Fresh Roasted Coffee." Retrieved from https://engagemii.com/aeo/brands/ecocoffeeroaster
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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