AI Visibility Scorecard
The Principal Dev
principal.dev · Technology
Borderline visible. AI bots can crawl The Principal Dev, 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
#1,351,732 of 2,707,166 in Technology for AI visibility
5
AEO Visibility
iBorderline · 4.7/10
20
Muse Index Score
iAI agent readiness
Basic · 20/100
0
AI Adoption
iNone detected · 0/100
About The Principal Dev
from our crawl and measurement
The Principal Dev, based in Online, Online, describes itself simply: "The Principal Dev is a two-day certification masterclass for lead developers and tech leads." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.7 out of 10.
Our crawl found structured data on the page (EducationEvent) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
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
Weak
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
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
Off-page authority
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.
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 4.7/10, The Principal Dev is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What people say?
Lars O. Tech Lead "This is the best technical training I have ever attended. The amount of energy, inspiration, and wisdom I have taken away from this course is immeasurable. Very thought-provoking course!" Oskars P. Senior Developer "Very inspiring masterclass. Your enthusiasm and passion reminded me of those very few teachers in my life, that actually tried to make a difference, not just "read the lesson".
Is this your brand?
The exact fixes for The Principal Dev
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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 July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/principal-dev
Cite this score: Engagemii (2026). "AEO Score for The Principal Dev." Retrieved from https://engagemii.com/aeo/brands/principal-dev
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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