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AI Visibility Scorecard
Coffee Geek 2023
coffeegeek.com · Food & Beverage
Borderline visible. AI bots can crawl Coffee Geek 2023, 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 9 times
ChatGPT · Meta AI · Claude · Apple Intelligence
#380,256 of 1,362,716 in Food & Beverage for AI visibility
5
AEO Visibility
iBorderline · 5/10
15
Muse Index Score
iAI agent readiness
Basic · 15/100
0
AI Adoption
iNone detected · 0/100
About Coffee Geek 2023
from our crawl and measurement
CoffeeGeek is a business whose own site puts it this way: "CoffeeGeek is the most read coffee and espresso resource online today. Launched in 2001, the website has over 10,000 pages of coffee content." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.3 out of 10.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited 8 times in our tracking, including GPTBot (ChatGPT), ClaudeBot (Anthropic) and Meta AI.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
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
6
Experience, Expertise, Authority, Trust markers.
Technical AEO
1
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
9
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
3
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 5/10, Coffee Geek 2023 is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Coffee Geek 2023
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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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Coffee Geek 2023.
Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/coffeegeek
Cite this score: Engagemii (2026). "AEO Score for Coffee Geek 2023." Retrieved from https://engagemii.com/aeo/brands/coffeegeek
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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