AI Visibility Scorecard
Karl The Fog Coffee
fogcoffee.com · E-commerce
Borderline visible. AI bots can crawl Karl The Fog Coffee, 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.
AI engines read this profile 2 times
Claude · Meta AI
#518,590 of 737,184 in E-commerce for AI visibility
4
AEO Visibility
iNear-invisible · 3.9/10
30
Muse Index Score
iAI agent readiness
Agent-ready · 30/100
0
AI Adoption
iNone detected · 0/100
About Karl The Fog Coffee
from our crawl and measurement
Karl The Fog Coffee is a San Francisco, CA business whose own site puts it this way: "Experience the true taste of SF with Karl the Fog Coffee. Small-batch, artisan beans roasted with San Francisco mist. Fresh coffee delivered to your doorstep!." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.9 out of 10.
Our crawl found structured data on the page (Place, LocalBusiness, Organization). It is missing an llms.txt file, a sitemap and 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
Good
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
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Weak
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 3.9/10, Karl The Fog Coffee is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Karl The Fog Coffee
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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 12, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/fogcoffee
Cite this score: Engagemii (2026). "AEO Score for Karl The Fog Coffee." Retrieved from https://engagemii.com/aeo/brands/fogcoffee
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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