AI Visibility Scorecard
GR8COFFEE
gr8roast.com · E-commerce
Borderline visible. AI bots can crawl GR8COFFEE, 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 4 times
Claude · Apple Intelligence · Meta AI
#179,180 of 738,422 in E-commerce for AI visibility
0
AI Naming Predictability
iRarely named · 0/100
More likely to be named than 38% of E-commerce companies
5
AEO Visibility
iBorderline · 5/10
30
Muse Index Score
iAI agent readiness
Basic · 30/100
3
AI Adoption
iBasic · 3/100
About GR8COFFEE
from our crawl and measurement
GR8COFFEE, based in Ansonia, CT, describes itself simply: "GR8Coffee - 100% pure Colombian Arabica coffee beans Powered by GR8 farmers in Colombia and Home of the GR8 Roast." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.0 out of 10, readable in places and missing in others.
On the page, the fundamentals are in place: structured data on the page (LocalBusiness, WebSite), an llms.txt file for AI models, a sitemap.
AI crawlers have visited the site once in our tracking, so the engines are already looking.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Weak
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
Good
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
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 5/10, GR8COFFEE is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for GR8COFFEE
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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 GR8COFFEE.
Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/gr8roast
Cite this score: Engagemii (2026). "AEO Score for GR8COFFEE." Retrieved from https://engagemii.com/aeo/brands/gr8roast
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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