AI Visibility Scorecard
masterclaudecode.com · Education
At 2.75/10, Agentic Coder is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Backlinks, Domain Trust and News Mentions. That is fixable, and the signals below show where to start.
AI engines read this profile 5 times
Claude · Meta AI · Parallel
Top 50% in Education for AI visibility
20
AI Naming Predictability
iRarely named · 20/100
Education average 14
Top 20% of Education
See what's behind this score →2.75
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Education average 4. Claim your page and Engagemii is your first.
See what's behind this score →68
Muse Index Score
iAI agent readiness
Agent-ready · 68/100
Education average 13
See what's behind this score →12
from our crawl and measurement
Agentic Coder describes itself simply: "The most comprehensive class on agentic coding. Build with agents that run in loops: inner loops that ship features, outer loops that supervise them, scheduled routines that watch what you." When AI engines look at it, they find little to work with. It scores 2.75 out of 10.
Our crawl found structured data on the page (Course, Organization, FAQPage), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have read this profile 5 times in our tracking, including ClaudeBot (Anthropic), Meta AI and ShapBot (Parallel).
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
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
-
Not yet measured.
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 2.75/10, Agentic Coder is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Which one are you becoming?
Two types of engineers. The gap is widening every month.The Prompter-Babysits one agent for hours at a stretch-Hits approve on every diff-Catches regressions after users complain-Starts every session from zero context-Treats the agent like a chat window-Is the bottleneck in every taskThis is where you want to beThe Engineer✓Runs fleets of agents in parallel✓Builds verifiers that approve for them✓Catches regressions.
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ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/masterclaudecode
Cite this score: Engagemii (2026). "AEO Score for Agentic Coder." Retrieved from https://engagemii.com/aeo/brands/masterclaudecode
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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