AI Visibility Scorecard
thecoffeecode.com · Food & Beverage
Borderline visible. AI bots can crawl The Coffee Code, 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 1 times
Claude
#1,219,593 of 1,391,561 in Food & Beverage for AI visibility
7
AI Naming Predictability
iRarely named · 7/100
Food & Beverage average 12
Top 45% of Food & Beverage
See what's behind this score →4
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Network Authority
iNot connected yet
0 relationships on record. Businesses in Food & Beverage average 2. Claim your page and Engagemii is your first.
See what's behind this score →20
Muse Index Score
iAI agent readiness
Basic · 20/100
Food & Beverage average 18
See what's behind this score →0
from our crawl and measurement
"If you’ve got a cat who joins you for your morning cup, you’ve probably noticed she’s not just tagging along." That is how The Coffee Code introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.5 out of 10.
On the page itself the strengths are clear: a clear heading structure. It is passable on some structured data, a partly stated business identity, basic crawler access and partial sitemap and link coverage. What holds it back is credibility markers like credentials or reviews.
Off the page, almost no other sites link to it, the domain does not yet read as established, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.
The site links to no social profiles, so there is nothing tying the brand to a wider presence.
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
Clear headings and answer-style content.
Entity Clarity
Fair
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
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
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.
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 3.5/10, The Coffee Code is crawlable but under-signaled - fixable, and the signals above are where to start.
How to Build a Morning Coffee Ritual Your Cat Will Actually Show Up For?
Bythecoffeecode June 23, 2026June 23, 2026 There’s something almost universal about it: you make your coffee, step outside, and your cat is already there waiting, like she somehow knew. If you’ve got a cat who joins you for your morning cup, you’ve probably noticed she’s not just tagging along. She’s got opinions. Strong ones.
Coffee Snobbery vs. Coffee Culture: Where’s the Line?
Bythecoffeecode June 21, 2026June 21, 2026 There’s a strange tension at the heart of coffee culture, and it’s not the one you’d expect. It’s not coffee drinkers versus non-drinkers. It’s coffee drinkers versus other coffee drinkers.
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When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/thecoffeecode
Cite this score: Engagemii (2026). "AEO Score for The Coffee Code." Retrieved from https://engagemii.com/aeo/brands/thecoffeecode
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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