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Hugging Face SEO & AI Visibility Audit

Hugging Face is a collaborative platform where machine learning practitioners share and build with open-source models, datasets, and applications. It provides hosting, inference endpoints, and development tools that help developers and researchers across all AI modalities—text, image, audio, and video—build and deploy machine learning projects.

huggingface.co

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

60%

Overall Scores

Area Score Grade
SEO 78% B
AEO (AI Visibility) 42% D
E-E-A-T 57% F
Combined 60%

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 74% Found, 5 security headers missing
Expertise 80% All checks passing
Authoritativeness 20% No Organization JSON-LD schema found, No JSON-LD schema types detected, No third-party review signals detected
Experience 50% Found, 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: huggingface.co
stobo this article: huggingface.co/blog/my-article
Generate a robots.txt for huggingface.co
stobo my blog: huggingface.co/blog

Recommendations

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

    Create an llms.txt file so AI models can understand what huggingface.co does. Stobo generates one automatically.
    Generate an llms.txt for huggingface.co
  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: huggingface.co
  3. No FAQ Schema found (add FAQPage markup) AEO

    Add FAQPage structured data so search engines and AI models can extract Q&A pairs directly.

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.

huggingface.co audit badge

Frequently asked questions

Why doesn't my site have direct answer content for AI searches?
Your site lacks opening content that AI search engines can use for direct answers. This means you're missing opportunities to appear in featured snippets and AI-powered search results. Add clear, concise introductory content to your main pages that directly answers common user questions about your services.
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 language models understand your content better. This file provides structured information about your site's purpose and key content. Creating an llms.txt file can improve how AI systems interpret and reference your website.
How can FAQ schema markup help my search rankings?
Your site has no FAQ schema markup, which means search engines can't display your questions and answers in rich results. Adding FAQPage structured data helps your content appear in expanded search snippets. This increases visibility and click-through rates from search results pages.
Why are my site's images slowing down page loading?
Your site has 28 unoptimized images that need compression and proper formatting. Large image files significantly slow page load times, hurting user experience and search rankings. Compress images, use modern formats like WebP, and implement responsive sizing to improve performance.
What does missing Organization schema mean for my business?
Your site lacks Organization JSON-LD markup, which helps search engines understand your company details. This structured data provides information like your business name, logo, and contact details to search engines. Adding it can improve your brand's appearance in search results and knowledge panels.
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