#546,120 OF 1,391,537 IN FOOD & BEVERAGE
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AI Visibility Scorecard
Madcap Coffee Company
easmbl.com · Food & Beverage
Borderline visible. AI bots can crawl Madcap Coffee Company, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#546,120 of 1,391,537 in Food & Beverage for AI visibility
5
AEO Visibility
iBorderline · 4.6/10
45
Muse Index Score
iAI agent readiness
Agent-ready · 45/100
0
AI Adoption
iNone detected · 0/100
About Madcap Coffee Company
from our crawl and measurement
"Since 2008, our mission has been to unveil the awe-inspiring craftsmanship and human touch that goes into crafting every single cup of our specialty coffee, transforming an ordinary daily." That is how Madcap Coffee Company of Grand Rapids, MI introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.6 out of 10.
Our crawl found structured data on the page (CafeOrCoffeeShop, Organization, WebSite), an llms.txt file for AI models and a sitemap. It is missing a heading structure that lays out what it offers.
By its own structured data it is a cafe business.
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
Strong
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
Good
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 4.6/10, Madcap Coffee Company is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for Madcap Coffee Company
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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.
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Source & Attribution
Scored by Engagemii on August 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/easmbl
Cite this score: Engagemii (2026). "AEO Score for Madcap Coffee Company." Retrieved from https://engagemii.com/aeo/brands/easmbl
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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