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Interfere SEO & AI Visibility Audit

Interfere is an observability platform that detects and diagnoses bugs automatically across applications. Development teams use it to identify root causes, receive fix suggestions linked to their codebase, and track resolution progress without manual investigation.

interfere.com

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

41%

Overall Scores

Area Score Grade
SEO 81% B
AEO (AI Visibility) 2% F
E-E-A-T 71% C
Combined 41%

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 79% Found, 4/7 security headers present
Expertise 100% All checks passing
Authoritativeness 54% No Organization JSON-LD schema found
Experience 31% Found, 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: interfere.com
stobo this article: interfere.com/blog/my-article
Generate a robots.txt for interfere.com
stobo my blog: interfere.com/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 interfere.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 interfere.com
  3. llms.txt not found (HTTP 404) AEO

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

Show your score on your README or website.

interfere.com audit badge

Frequently asked questions

Why can't search engines find when your content was published?
Your site lacks date signals that tell search engines when content was created or updated. This hurts freshness rankings since Google can't determine if your content is current. Add publication dates, last modified timestamps, or structured data to fix this issue.
What happens when your llms.txt file returns a 404 error?
AI systems can't find instructions for how to crawl and use your content. The missing llms.txt file means you're not providing guidance to language models about your site's content. Create this file to help AI tools understand your content better.
How does missing opening content affect your search rankings?
Search engines can't quickly understand what your pages are about without clear opening content. This hurts your ability to appear in direct answers and featured snippets. Add concise, informative introductions to your main pages.
Why is your robots.txt file showing a 404 error?
Search engines and AI crawlers can't access your crawling instructions because the robots.txt file is missing. This creates uncertainty about which pages they should index. Create a proper robots.txt file to guide crawler behavior.
How do freshness issues impact your site's search visibility?
Search engines can't determine if your content is up-to-date without proper date indicators. This particularly hurts rankings for topics where freshness matters. Add clear publication and update dates to improve your content's perceived relevance.
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