# fedoraproject.org · AI visibility audit

**Domain:** fedoraproject.org  
**Score:** 70 / 100  
**Audited:** 2026-07-18T07:08:58.642051+00:00  
**Industry:** Education  
**Canonical URL:** https://app.nyman.media/site/fedoraproject.org  
**JSON twin:** https://app.nyman.media/site/fedoraproject.org/data.json  

## What this measures

Nyman Media's AI visibility score reflects how well AI search engines and LLMs can find, parse, and represent fedoraproject.org. The audit covers 104 deterministic checks across crawlability, structured data, trust signals, identity, and content readiness.

## Section breakdown

| Section | Score |
|---|---:|
| Structured Data | 100 |
| Fetch, Render, And URL Integrity | 83 |
| Trust & Security | 82 |
| Bot Access & Control Plane | 72 |
| Entity Clarity | 70 |
| Content Answerability | 69 |
| Site Architecture & Coverage | 68 |
| HTML Extractability & Main Content Clarity | 65 |
| Content Freshness & Authority | 25 |

## Top strengths

- **Structured Data**: 100/100
- **Fetch, Render, And URL Integrity**: 83/100
- **Trust & Security**: 82/100

## Areas to improve

- **Content Freshness & Authority**: 25/100
- **HTML Extractability & Main Content Clarity**: 65/100
- **Site Architecture & Coverage**: 68/100

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*Data licensed CC-BY 4.0. Generated by NM Signals (https://app.nyman.media).*