AI Visibility Scorecard
Fourgrounds Coffee
fourgroundscoffee.com · Food & Beverage
Somewhat visible. AI bots can read Fourgrounds Coffee, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 11 times
Meta AI · Claude · ShapBot · Perplexity
#17,407 of 1,393,775 in Food & Beverage for AI visibility
0
AI Naming Predictability
iRarely named · 0/100
More likely to be named than 91% of Food & Beverage companies
6
AEO Visibility
iVisible · 6.3/10
40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
0
AI Adoption
iNone detected · 0/100
About Fourgrounds Coffee
from our crawl and measurement
Fourgrounds Coffee, based in Plymouth, MI, describes itself simply: "Downtown Plymouth's Local 4 coffee shop, Great Lakes Coffee, neighborhood conversation, and a table for the newsroom. See the menu & hours." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.3 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (WebSite, CafeOrCoffeeShop), an llms.txt file for AI models and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). By its own structured data it is a cafe business.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
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
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
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
Fair
Press and news coverage.
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 6.3/10, Fourgrounds Coffee has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Fourgrounds Coffee
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The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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Source & Attribution
Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/fourgroundscoffee
Cite this score: Engagemii (2026). "AEO Score for Fourgrounds Coffee." Retrieved from https://engagemii.com/aeo/brands/fourgroundscoffee
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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