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Quantstruct SEO & AI Visibility Audit

Quantstruct is a documentation automation platform that generates, tests, and updates technical docs continuously. Teams connect it to GitHub, Slack, and their tools to receive automatic documentation drafts, iterate through conversational feedback, and keep docs synchronized with code changes across their development workflow.

quantstruct.com

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

42%

Overall Scores

Area Score Grade
SEO 74% C
AEO (AI Visibility) 11% F
E-E-A-T 49% F
Combined 42%

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 63% No about/team page links detected, 6 security headers missing, 1/4 contact signals found
Expertise 73% All checks passing
Authoritativeness 20% No Organization JSON-LD schema found, No JSON-LD schema types detected, No third-party review signals detected
Experience 31% Found, Freshness issues, Found

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: quantstruct.com
stobo this article: quantstruct.com/blog/my-article
Generate a robots.txt for quantstruct.com
stobo my blog: quantstruct.com/blog

Recommendations

  1. llms.txt not found (HTTP 404) AEO

    Create an llms.txt file so AI models can understand what quantstruct.com does. Stobo generates one automatically.
    Generate an llms.txt for quantstruct.com
  2. 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 quantstruct.com
  3. 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 quantstruct.com

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

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Frequently asked questions

Why doesn't my site show when content was published or updated?
Your site lacks date signals that help search engines understand content freshness. Adding publication and update dates to your pages improves search visibility and user trust by showing when information was created or last revised.
What happens when my robots.txt file returns a 404 error?
Your robots.txt file is inaccessible, returning a 404 error. This prevents search engines from understanding your crawling preferences. Create and upload a properly formatted robots.txt file to your site's root directory.
Do I need an llms.txt file for my website?
Your site is missing an llms.txt file, which helps AI systems understand how to interact with your content. While not required, this file can improve how AI tools process and reference your website's information.
How do missing date signals affect my search engine rankings?
Missing date signals hurt your content's perceived freshness and authority. Search engines can't determine if your information is current or outdated. Adding clear publication and modification dates helps establish content credibility and relevance.
Why should my page opening be longer than 16 words?
Your page openings are too brief at only 16 words. Search engines need substantial introductory content to understand your page topic and context. Expand openings to 50-100 words for better search visibility.
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