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AI Visibility Scorecard
kennethdavids
kennethdavidscoffee.com · Food & Beverage
Somewhat visible. AI bots can read kennethdavids, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 6 times
Apple Intelligence · Meta AI · Claude · ChatGPT
#12,082 of 1,365,138 in Food & Beverage for AI visibility
6
AEO Visibility
iVisible · 6.4/10
45
Muse Index Score
iAI agent readiness
Agent-ready · 45/100
0
AI Adoption
iNone detected · 0/100
About kennethdavids
from our crawl and measurement
kennethdavids describes itself simply: "These are developments Davids has been part of week by week and cup by cup over the last 25 years as editor and lead writer of Coffee Review." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.4 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 visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
6
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
5
Experience, Expertise, Authority, Trust markers.
Technical AEO
9
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
9
Inbound links from other sites.
Domain Authority
4
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 6.4/10, kennethdavids has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for kennethdavids
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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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Source & Attribution
Scored by Engagemii on August 11, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/kennethdavidscoffee
Cite this score: Engagemii (2026). "AEO Score for kennethdavids." Retrieved from https://engagemii.com/aeo/brands/kennethdavidscoffee
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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