#604,099 OF 1,382,669 IN FOOD & BEVERAGE
SCORE HISTORY BEGINS 2026-09-20
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AI Visibility Scorecard
Cabin Coffee Roastery
cabincoffeeroastery.com · Food & Beverage
Borderline visible. AI bots can crawl Cabin Coffee Roastery, 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 1 times
ChatGPT
#604,099 of 1,382,669 in Food & Beverage for AI visibility
4
AEO Visibility
iBorderline · 4.4/10
40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
0
AI Adoption
iNone detected · 0/100
About Cabin Coffee Roastery
from our crawl and measurement
Cabin Coffee Roastery, based in Princeton, Idaho, describes itself simply: "Cabin Coffee - Never worry about running out and get the freshest roast delivered right to you! Order Today And Your Tastebuds Will Thank You." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.4 out of 10.
Our crawl found structured data on the page (Place, CafeOrCoffeeShop, Organization) and a sitemap. It is missing an llms.txt file 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
Higher is better · 0-10
Structured Data
7
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
Clear headings and answer-style content.
Entity Clarity
10
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
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
1
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
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 4.4/10, Cabin Coffee Roastery is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Cabin Coffee Roastery
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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 September 20, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cabincoffeeroastery
Cite this score: Engagemii (2026). "AEO Score for Cabin Coffee Roastery." Retrieved from https://engagemii.com/aeo/brands/cabincoffeeroastery
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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