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Project Chiron SEO & AI Visibility Audit

Project Chiron is a writing assistance tool that provides real-time validation and confidence signals as users compose text. It helps writers verify accuracy, catch errors, and refine their work with immediate feedback that builds certainty throughout the writing process.

projectchiron.org

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

34%

Overall Scores

Area Score Grade
SEO 66% C
AEO (AI Visibility) 2% F
E-E-A-T 32% F
Combined 34%

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 43% Found, No privacy policy link detected, 6 security headers missing, No terms of service link detected, No contact transparency signals detected
Expertise 40% 43 words, 2 headings, 2 outbound links
Authoritativeness 20% No Organization JSON-LD schema found, No JSON-LD schema types detected, No third-party review signals detected
Experience 6% No social proof signals detected, Freshness issues, Found 2 headings, 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: projectchiron.org
stobo this article: projectchiron.org/blog/my-article
Generate a robots.txt for projectchiron.org
stobo my blog: projectchiron.org/blog

Recommendations

  1. robots.txt not accessible (HTTP 404) AEO

    Update robots.txt to allow AI crawlers like GPTBot and ClaudeBot. Stobo generates an AI-friendly version.
    Generate a robots.txt for projectchiron.org
  2. No opening content found AEO

    Add a direct answer in the first 40-60 words of the page. AI engines pull from the opening paragraph.
    stobo this site: projectchiron.org
  3. llms.txt not found (HTTP 404) AEO

    Create an llms.txt file so AI models can understand what projectchiron.org does. Stobo generates one automatically.
    Generate an llms.txt for projectchiron.org

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.

projectchiron.org audit badge

Frequently asked questions

Why can't search engines find opening content on your site?
Your site lacks clear opening content that search engines can identify and use for direct answers. This means search engines can't easily understand what your pages are about or provide quick answers to users searching for your content.
What happens when your robots.txt file returns a 404 error?
Your robots.txt file is missing, returning a 404 error when search engines try to access it. This prevents you from controlling how search engines crawl your site and may lead to indexing issues or wasted crawl budget.
Why does your site need an llms.txt file for AI crawlers?
Your llms.txt file is missing, which means AI language models can't find specific instructions about how to crawl and use your content. This limits your site's visibility in AI-powered search results and answer engines.
How do missing date signals hurt your search engine rankings?
Your content lacks publication dates, modification dates, or other freshness signals. Search engines can't determine when your content was created or updated, which hurts your rankings for time-sensitive searches and reduces trust signals.
What content freshness problems are affecting your site's E-E-A-T score?
Your site shows no date signals, making it impossible for search engines to assess content freshness. This directly impacts your expertise, experience, authoritativeness, and trustworthiness scores, especially for topics where current information matters.
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