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AI Visibility Scorecard
Code Black Coffee
codeblackcoffee.com.au · E-commerce
Borderline visible. AI bots can crawl Code Black Coffee, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#212,535 of 525,458 in E-commerce for AI visibility
4.8
/10
AEO Score
About Code Black Coffee
from our crawl and measurement
"Based in Melbourne, Code Black Coffee is a specialty coffee roastery that source & roast single origins & blends. Local & international shipping." That is how Code Black Coffee introduces itself. When AI engines look at it, they find little to work with. It scores 4.8 out of 10.
The site gets some of it right: it has an llms.txt file for AI models, a sitemap, a readable heading structure. What holds it back is what is absent, including structured data describing the business.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
Clear headings and answer-style content.
Entity Clarity
7
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
Domain Trust
3
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 4.8/10, Code Black Coffee is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Code Black Coffee
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
The $4.6 Trillion Problem Every E-Commerce Brand Ignores
Here's a number that should keep every e-commerce founder up at night: $4.6 trillion.
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/codeblackcoffee-com-au
Cite this score: Engagemii (2026). "AEO Score for Code Black Coffee." Retrieved from https://engagemii.com/aeo/brands/codeblackcoffee-com-au
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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