AI Visibility Scorecard
Mad Press Coffee Co
madpresscoffee.com · Food & Beverage
Somewhat visible. AI bots can read Mad Press Coffee Co, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#163,755 of 1,394,002 in Food & Beverage for AI visibility
5
AEO Visibility
iBorderline · 5.4/10
50
Muse Index Score
iAI agent readiness
Transactable · 50/100
0
AI Adoption
iNone detected · 0/100
About Mad Press Coffee Co
from our crawl and measurement
Mad Press Coffee Co. describes itself simply: "100% Arabica, Fair Trade and Organic whole coffee beans. Freshly roasted and handcrafted in small batches. Based in Toronto, Canada." Its AI visibility score is 5.4 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (Organization, WebSite), an llms.txt file for AI models and a sitemap.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
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 5.4/10, Mad Press Coffee Co has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
WHY CHOOSE US?
We provide freshly roasted, 100% Arabica, Specialty grade, Organic, exceptional Fairtrade, Rainforest Alliance certified, whole bean "everyday" coffee.We care about creating a more sustainable world to protect nature and improve the lives of farmers and forest communities. We've carefully selected the finest hand-picked specialty grade coffees from our trusted farmers around the globe.
Is this your brand?
The exact fixes for Mad Press Coffee Co
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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 Mad Press Coffee Co.
Source & Attribution
Scored by Engagemii on October 4, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/madpresscoffee
Cite this score: Engagemii (2026). "AEO Score for Mad Press Coffee Co." Retrieved from https://engagemii.com/aeo/brands/madpresscoffee
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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