AI Visibility Scorecard
honolulucoffee.com · E-commerce
Borderline visible. AI engines can read Honolulu Coffee, but E-E-A-T Signals, Domain Trust and News Mentions are weak, so it is at real risk of being skipped when buyers ask ChatGPT, Claude or Perplexity for a recommendation.
AI engines read this profile 6 times
Meta AI · Parallel · Claude
Top 5% in E-commerce for AI visibility
75
AI Naming Predictability
iNamed occasionally · 75/100
E-commerce average 18
Top 3% of E-commerce
See what's behind this score →4.35
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in E-commerce average 9. Claim your page and Engagemii is your first.
See what's behind this score →50
Muse Index Score
iAI agent readiness
Transactable · 50/100
E-commerce average 27
See what's behind this score →0
from our crawl and measurement
Honolulu Coffee is a business whose own site puts it this way: "Enjoy Hawaiian Kona coffee beans right from our farm to your cup! We roast our beans daily on Oahu to provide you with the freshest coffee possible." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 4.35 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (Organization, WebSite), an llms.txt file for AI models and a sitemap.
AI crawlers have read this profile 6 times in our tracking, including Meta AI, ShapBot (Parallel) and ClaudeBot (Anthropic).
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
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.
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
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 read your site and name it in answers. At 4.35/10, Honolulu Coffee is borderline: readable but under-signaled. That is fixable, and the signals above are where to start.
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Honolulu Coffee lists 50 products, 38 in stock, priced 5.95 to 392.36.
Machine-readable copy: the product feed (JSON).
Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/honolulucoffee
Cite this score: Engagemii (2026). "AEO Score for Honolulu Coffee." Retrieved from https://engagemii.com/aeo/brands/honolulucoffee
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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