AI Visibility Scorecard
Kernel House
kernelhouse.org · Technology
Borderline visible. AI bots can crawl Kernel House, 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 4 times
Claude · Meta AI
#1,074,916 of 2,704,685 in Technology for AI visibility
5
AEO Visibility
iBorderline · 4.9/10
0
Muse Index Score
iAI agent readiness
Basic · 0/100
2
AI Adoption
iBasic · 2/100
About Kernel House
from our crawl and measurement
Kernel House describes itself simply: "Kernel House by Lexi Irvine Boosting Productivity with Software At Kernel House, we believe that software and technology can be powerful tools to help you achieve your goals." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.9 out of 10.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have visited 2 times 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
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
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
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 4.9/10, Kernel House is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Have a question or comment?
Contact us Now I’d love to hear from you! Fill out my contact form and I’ll get back to you as soon as possible. Lexi’s blog covers a variety of topics related to software, including productivity, AI, and software reviews. She believes that technology can be a powerful tool to help people achieve their goals, but that it’s important to use it strategically and with intention. © 2024 Kernel House.
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The exact fixes for Kernel House
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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 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/kernelhouse-org
Cite this score: Engagemii (2026). "AEO Score for Kernel House." Retrieved from https://engagemii.com/aeo/brands/kernelhouse-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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