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AI Visibility Scorecard
Kernel House
kernelhouse.org · Technology
Somewhat visible. AI bots can read Kernel House, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Claude
#467,786 of 2,586,677 in Technology for AI visibility
5.5
/10
AEO Score
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 it is partially visible, scoring 5.5 out of 10, readable in places and missing in others.
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
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
9
Inbound links from other sites.
Domain Trust
3
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 5.5/10, Kernel House has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Kernel House
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Tech Shoppers Do More Research Than Anyone. Are You There When They're Looking?
Tech buyers are the most research-intensive shoppers on the internet.
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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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