#132,979 OF 1,388,154 IN FOOD & BEVERAGE
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AI Visibility Scorecard
Beacon Coffee Roasters
beaconroasters.com · Food & Beverage
Somewhat visible. AI bots can read Beacon Coffee Roasters, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 4 times
Amazon Alexa · Claude · Meta AI
#132,979 of 1,388,154 in Food & Beverage for AI visibility
6
AEO Visibility
iBorderline · 5.6/10
45
Muse Index Score
iAI agent readiness
Agent-ready · 45/100
0
AI Adoption
iNone detected · 0/100
About Beacon Coffee Roasters
from our crawl and measurement
"Beacon Coffee Roasters specializes in high grade small batch coffee, locally roasted in Bozeman, Montana with fair trade beans from all around the world." That is how Beacon Coffee Roasters of BOZEMAN, MT introduces itself. Its AI visibility score is 5.6 out of 10: the engines can find it, but they do not have much to hold on to.
The site does the on-page work well, with structured data on the page (Organization, WebSite), an llms.txt file for AI models, a sitemap.
Our monitoring has logged 2 AI crawler visits here: the engines come, the question is what they find.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
5
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
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
8
Inbound links from other sites.
Domain Authority
1
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 5.6/10, Beacon Coffee Roasters has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Beacon Coffee Roasters
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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 6, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/beaconroasters
Cite this score: Engagemii (2026). "AEO Score for Beacon Coffee Roasters." Retrieved from https://engagemii.com/aeo/brands/beaconroasters
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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