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AI Visibility Scorecard
Drumroll Coffee Roasters
drumrollcoffeeroasters.com · Food & Beverage
At 2.9/10, Drumroll Coffee Roasters is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
AI engines read this profile 4 times
Meta AI · Claude · ChatGPT
#1,140,794 of 1,363,891 in Food & Beverage for AI visibility
3
AEO Visibility
iNear-invisible · 2.9/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Drumroll Coffee Roasters
from our crawl and measurement
Drumroll Coffee Roasters is a business whose own site puts it this way: "Drumroll Coffee Roasters is your central Connecticut source for single origin specialty coffees from around the world." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.0 out of 10.
What holds it back is a heading structure that lays out what it offers, credibility markers like credentials or reviews, structured data describing the business, the first things an answer engine looks for.
AI crawlers have visited the site once in our tracking, so the engines are already looking. Off the page the picture is mixed: other sites link to it, but the domain does not yet read as established and AI engines do not yet recognise it as a distinct business.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
0
Clear headings and answer-style content.
Entity Clarity
3
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
3
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
2
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
7
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 2.9/10, Drumroll Coffee Roasters is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Drumroll Coffee Roasters
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/drumrollcoffeeroasters
Cite this score: Engagemii (2026). "AEO Score for Drumroll Coffee Roasters." Retrieved from https://engagemii.com/aeo/brands/drumrollcoffeeroasters
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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