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AI Visibility Scorecard
Atomic Design Certification Course with Brad Frost
atomicdesigncourse.com · Media & Entertainment
Borderline visible. AI bots can crawl Atomic Design Certification Course with Brad Frost, 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
#1,496,412 of 1,884,533 in Media & Entertainment for AI visibility
3.6
/10
AEO Score
About Atomic Design Certification Course with Brad Frost
from our crawl and measurement
"Master design system core concepts, best practices, and how to use atomic design to create better digital products at scale." That is how Atomic Design Certification Course with Brad Frost introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.6 out of 10.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
Clear headings and answer-style content.
Entity Clarity
3
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
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
1
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 3.6/10, Atomic Design Certification Course with Brad Frost is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Atomic Design Certification Course with Brad Frost
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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.
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Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/atomicdesigncourse
Cite this score: Engagemii (2026). "AEO Score for Atomic Design Certification Course with Brad Frost." Retrieved from https://engagemii.com/aeo/brands/atomicdesigncourse
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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