AI Visibility Scorecard
h11n.dev · Other
Borderline visible. AI bots can crawl brian404, 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
4
AEO Visibility
iNear-invisible · 3.7/10
30
Muse Index Score
iAI agent readiness
Basic · 30/100
4
AI Adoption
iBasic · 4/100
from our crawl and measurement
"A curated museum of AI's most spectacular failures, wildest inventions, and accidental comedy. Explore the Hall of Fame, take the quiz, and submit yours." That is how brian404 introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.7 out of 10.
Our crawl found structured data on the page (WebSite, Organization) and a readable heading structure. It is missing an llms.txt file and a sitemap.
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
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
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 3.7/10, brian404 is crawlable but under-signaled - fixable, and the signals above are where to start.
What is h11n?
h11n is a numeronym for hallucination — when AI generates information that sounds completely plausible but is entirely fabricated. We're not here to bash AI. We're here to understand it, laugh with it, and learn from it. Every hallucination teaches us something about how these models think. Welcome to the museum. Please don't touch the exhibits. They might not be real.
Caught an AI in the act?
Share your best hallucination catches. The more confidently wrong, the better.
Is this your brand?
The exact fixes for brian404
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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 28, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/h11n-dev
Cite this score: Engagemii (2026). "AEO Score for brian404." Retrieved from https://engagemii.com/aeo/brands/h11n-dev
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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