AI Visibility Scorecard
Looney Bean Montrose, LLC
looneybean.com · Food & Beverage
Somewhat visible. AI bots can read Looney Bean Montrose, LLC, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Claude · ShapBot
#139,241 of 1,394,028 in Food & Beverage for AI visibility
6
AEO Visibility
iBorderline · 5.5/10
50
Muse Index Score
iAI agent readiness
Transactable · 50/100
0
AI Adoption
iNone detected · 0/100
About Looney Bean Montrose, LLC
from our crawl and measurement
"High quality small batches of coffee roasted in-house. Purchase our artisan roasts today!." That is how Looney Bean Montrose, LLC of Montrose, CO introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.5 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (Organization), 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
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
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
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 5.5/10, Looney Bean Montrose, LLC has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Looney Bean Montrose, LLC
Which AI engines already crawl you
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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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Looney Bean Montrose, LLC lists 8 products, 8 in stock, priced 19.95.
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/looneybean
Cite this score: Engagemii (2026). "AEO Score for Looney Bean Montrose, LLC." Retrieved from https://engagemii.com/aeo/brands/looneybean
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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