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Mendral SEO & AI Visibility Audit

Mendral is an AI DevOps platform that automatically investigates CI/CD failures and generates fixes. It analyzes broken builds, identifies root causes, and opens pull requests with solutions, helping engineering teams resolve pipeline issues without manual intervention.

mendral.com

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

D

Overall Scores

Area Score Grade
SEO 87% B
AEO (AI Visibility) 27% F
E-E-A-T 55% F
Combined 57%

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 71% Found, 6 security headers missing, 1/4 contact signals found
Expertise 67% All checks passing
Authoritativeness 34% No Organization JSON-LD schema found, No JSON-LD schema types detected
Experience 31% Found, Freshness issues, Hierarchy 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: mendral.com
stobo this article: mendral.com/blog/my-article
Generate a robots.txt for mendral.com
stobo my blog: mendral.com/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 mendral.com
  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: mendral.com
  3. llms.txt not found (HTTP 404) AEO

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

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Frequently asked questions

Why doesn't my site show publication dates to search engines?
Your site lacks date signals that help search engines understand when content was created or updated. Adding publication dates, last modified timestamps, and structured data markup will improve freshness signals and search rankings.
What does missing opening content mean for my website's SEO?
Your pages don't have clear introductory content that directly answers user queries. Search engines need concise opening paragraphs that immediately address what users are looking for to feature your content in direct answers.
Should my website have an llms.txt file for AI crawlers?
Your site returns a 404 error for llms.txt, which AI systems use to understand your content preferences. Creating this file helps AI crawlers better index and reference your content appropriately.
How do missing date signals affect my content's search performance?
Search engines can't determine your content's freshness without date indicators. This impacts rankings for time-sensitive topics and reduces your chances of appearing in results that favor recent, updated content.
Why should I add FAQ schema markup to my pages?
Your site lacks FAQPage structured data that helps search engines display your Q&As in rich results. Adding this markup increases visibility and can make your content appear as featured snippets.
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