AI Visibility Scorecard
core roasters
coreroasters.cc · Food & Beverage
Borderline visible. AI bots can crawl core roasters, 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 2 times
Claude · ShapBot
#882,167 of 1,392,203 in Food & Beverage for AI visibility
<1
4
AEO Visibility
iNear-invisible · 3.6/10
10
Muse Index Score
iAI agent readiness
Basic · 10/100
0
AI Adoption
iNone detected · 0/100
About core roasters
from our crawl and measurement
core roasters is a business whose own site puts it this way: "Core Roasters: handpicked, considered coffee, roasted in small batches in Melbourne. We are considered, conscious, delicious, balanced, thoughtful, sustainable, flavourful." When AI engines look at it, they find little to work with. It scores 3.6 out of 10.
Our crawl found structured data on the page (WebSite), 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
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
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
Fair
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 3.6/10, core roasters is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
what's with the box?
Coffee bags are pretty great, but they mostly end up in landfill. We decided that we needed to be better with this, and came up with something that's a bit of a revolution, something that the world has never seen before...a box. Jokes aside, this box is what we feel to be a step on the path toward being more considered about our environmental impact.
Is this your brand?
The exact fixes for core roasters
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for core roasters.
Source & Attribution
Scored by Engagemii on October 3, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/coreroasters-cc
Cite this score: Engagemii (2026). "AEO Score for core roasters." Retrieved from https://engagemii.com/aeo/brands/coreroasters-cc
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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