AI Visibility Scorecard
modcup.com · E-commerce
Somewhat visible. AI bots can read modcup coffee, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 7 times
Amazon Alexa · Claude · Meta AI · ShapBot
#13,830 of 738,666 in E-commerce for AI visibility
35
AI Naming Predictability
iNamed occasionally · 35/100
More likely to be named than 98% of E-commerce companies
5
AEO Visibility
iBorderline · 5.2/10
20
Muse Index Score
iAI agent readiness
Transactable · 20/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
modcup coffee describes itself simply: "We work with some of the best coffee farm/estates in the world and roast and ship worldwide. Buy online now and you can also find Modcup coffee at Coffee Shops in New Jersey, New York." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.2 out of 10, readable in places and missing in others.
Our crawl found an llms.txt file for AI models, a sitemap and a readable heading structure. It is missing structured data describing the business.
AI crawlers have visited 7 times in our tracking, including AmazonBot (Alexa AI), ClaudeBot (Anthropic) and Meta AI.
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
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.
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.
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 5.2/10, modcup coffee has a working base to build on - fixable, and the signals above are where to start.
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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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modcup coffee lists 20 products, 19 in stock, priced 3.50 to 200.00.
Machine-readable copy: the product feed (JSON).
Scored by Engagemii on October 24, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/modcup
Cite this score: Engagemii (2026). "AEO Score for modcup coffee." Retrieved from https://engagemii.com/aeo/brands/modcup
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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