AI Visibility Scorecard
effectiveclaudecode.com · Education
Borderline visible. AI bots can crawl Effective Claude 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#640,026 of 936,946 in Education for AI visibility
4
AEO Visibility
iBorderline · 4.2/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
12
AI Adoption
iBasic · 12/100
from our crawl and measurement
Effective Claude Code Hands-On AI Workshop is a business whose own site puts it this way: "A hands-on workshop for anyone who wants to use Claude Code seriously. Learn the workflows that turn unpredictable AI output into reliable, reviewable, production-quality code." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.2 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.
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
Fair
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 4.2/10, Effective Claude Code is crawlable but under-signaled - fixable, and the signals above are where to start.
Your team is using AI. Are they getting the most out of it?
The problem with vibe coding AI coding assistants are powerful, but without structure, they produce inconsistent results. Context gets lost between sessions. Requirements drift. Code reviews become guesswork. You end up fixing AI mistakes instead of shipping features. There's a better way Spec-driven development creates a shared understanding between your team and the AI before any code is written.
Is this your brand?
The exact fixes for Effective Claude Code
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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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Scored by Engagemii on September 30, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/effectiveclaudecode
Cite this score: Engagemii (2026). "AEO Score for Effective Claude Code." Retrieved from https://engagemii.com/aeo/brands/effectiveclaudecode
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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