AI Visibility Scorecard
code44designs.com · E-commerce
Borderline visible. AI bots can crawl CODE 44 DESIGNS, 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
#430,321 of 739,423 in E-commerce for AI visibility
20
AI Naming Predictability
iRarely named · 20/100
E-commerce average 18
Top 50% of E-commerce
See what's behind this score →3.6
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in E-commerce average 9. Claim your page and Engagemii is your first.
See what's behind this score →25
Muse Index Score
iAI agent readiness
Basic · 25/100
E-commerce average 27
See what's behind this score →0
from our crawl and measurement
CODE 44 DESIGNS describes itself simply: "Creating challenge coins, custom timepieces for first responders & Military, patches and kilt pins. Proudly Canadian." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.6 out of 10.
Our crawl found structured data on the page (WebSite, LocalBusiness), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
Strong · Good · Fair · Weak
Structured Data
Fair
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
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
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 3.6/10, CODE 44 DESIGNS is crawlable but under-signaled - fixable, and the signals above are where to start.
Why choose Code 44 Designs?
QUALITY We focus on only providing the highest quality products to our customers, using the latest production methods available and ensuring no detail is overlooked. You will see the pride of craftmanship when you see your coins on display, and you will feel the pride of craftsmanship when you wear our timepieces on your wrist. SERVICE Our focus is on serving those who serve our country and our communities.
Is this your brand?
The exact fixes for CODE 44 DESIGNS
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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 September 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/code44designs
Cite this score: Engagemii (2026). "AEO Score for CODE 44 DESIGNS." Retrieved from https://engagemii.com/aeo/brands/code44designs
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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