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Kernel SEO & AI Visibility Audit

Kernel is a browser infrastructure platform that enables developers to build and deploy web agents and automations at scale. It provides APIs, SDKs, and managed infrastructure for creating agents that can interact with web applications, handle complex workflows, and integrate with external systems.

kernel.sh

SEO + AEO + E-E-A-T combined

65%

Overall Scores

Area Score Grade
SEO 86% B
AEO (AI Visibility) 44% D
E-E-A-T 68% D
Combined 65%

Fastest way to fix your site is to use our Custom Connector for Claude Desktop, or other IDEs.

E-E-A-T Breakdown

Signal Score Issue
Trustworthiness 61% Found, 6 security headers missing, No contact transparency signals detected
Expertise 87% All checks passing
Authoritativeness 80% All checks passing
Experience 21% No social proof signals detected, Freshness issues, No first-hand experience signals detected

Stobo finds what's broken and generates the fixes

Claude Desktop > Settings > Integrations > Add custom MCP server. Claude Desktop MCP integration settings showing how to add a custom MCP server

Try these in Claude Desktop

stobo my site: kernel.sh
stobo this article: kernel.sh/blog/my-article
Generate a robots.txt for kernel.sh
stobo my blog: kernel.sh/blog

Recommendations

  1. Freshness issues: no date signals found AEO

    Add date markup (datePublished, dateModified) so AI engines know content is current. Stobo generates the JSON-LD.
    Generate freshness code for kernel.sh
  2. llms.txt not found (HTTP 404) AEO

    Create an llms.txt file so AI models can understand what kernel.sh does. Stobo generates one automatically.
    Generate an llms.txt for kernel.sh
  3. Freshness issues: no date signals found E-E-A-T

Track your score over time

We'll re-audit your site in 7 days and email you what changed. Free, automatic.

Embed your audit badge

Show your score on your README or website.

kernel.sh audit badge

Frequently asked questions

Why doesn't my site show when content was last updated?
Your site lacks date signals like publication dates or last-modified timestamps. Search engines can't determine content freshness without these indicators. Add visible publication dates and structured data markup to show when your content was created or updated.
What is llms.txt and why is it missing from my site?
Your site returns a 404 error for llms.txt, a file that helps AI systems understand your content structure. This file provides context about your site's purpose and content organization. Create an llms.txt file in your root directory to improve AI discoverability.
How do search engines evaluate my content's freshness without dates?
Search engines can't assess your content's relevance or timeliness without date signals. Fresh content ranks better for time-sensitive queries. Your site needs visible publication dates and proper schema markup to communicate content freshness to search algorithms.
Should I add FAQ schema markup to my website pages?
Your site lacks FAQ schema markup, missing opportunities for rich snippets in search results. FAQ schema helps your Q&A content appear as expandable answers in Google. Add FAQPage structured data to relevant pages containing question-and-answer content.
Why does my site need social proof signals for SEO?
Your site shows no social proof signals like testimonials, reviews, or social media mentions. These signals build trust and authority with both users and search engines. Add customer testimonials, review widgets, or social media integration to demonstrate credibility.
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