AI Visibility Scorecard
Coffee Bean Direct
coffeebeandirect.com · E-commerce
Somewhat visible. AI bots can read Coffee Bean Direct, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 9 times
Meta AI · Claude · ChatGPT
#4,608 of 737,830 in E-commerce for AI visibility
7
AEO Visibility
iVisible · 6.8/10
20
Muse Index Score
iAI agent readiness
Transactable · 20/100
0
AI Adoption
iNone detected · 0/100
About Coffee Bean Direct
from our crawl and measurement
Coffee Bean Direct describes itself simply: "Dedicated coffee roaster offering superior quality coffees and teas with outstanding customer service and excellent pricing." Its AI visibility score is 6.8 out of 10: the engines can find it, but they do not have much to hold on to.
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 6 times in our tracking, including ClaudeBot (Anthropic), GPTBot (ChatGPT) and Meta AI.
The 6 signals AI reads
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
Good
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
Strong
Sitemaps and entity links AI can follow.
Off-page authority
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.
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 6.8/10, Coffee Bean Direct has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
What Are They Saying About Us?
Their flavored coffees are exceptional. The base coffee is mellow and flavorful and roasted so well. The additions, Seville Orange is my all time favorite, impart a distinctive taste without being overwhelming. All taste natural, no artificial tones. I am so happy to see them up and running again.Jan L.Happy Customer Absolutely wonderful business!
Is this your brand?
The exact fixes for Coffee Bean Direct
Which AI engines already crawl you
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The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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Coffee Bean Direct lists 216 products, 174 in stock, priced 9.75 to 240.00.
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/coffeebeandirect
Cite this score: Engagemii (2026). "AEO Score for Coffee Bean Direct." Retrieved from https://engagemii.com/aeo/brands/coffeebeandirect
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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