# macwright.com · AI visibility audit

**Domain:** macwright.com  
**Score:** 56 / 100  
**Audited:** 2026-07-23T15:37:51.848831+00:00  
**Industry:** Other  
**Canonical URL:** https://app.nyman.media/site/macwright.com  
**JSON twin:** https://app.nyman.media/site/macwright.com/data.json  

## What this measures

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

## Section breakdown

| Section | Score |
|---|---:|
| Site Architecture & Coverage | 100 |
| Fetch, Render, And URL Integrity | 92 |
| Bot Access & Control Plane | 70 |
| Trust & Security | 66 |
| Entity Clarity | 56 |
| Content Freshness & Authority | 48 |
| HTML Extractability & Main Content Clarity | 45 |
| Structured Data | 0 |
| Content Answerability | 0 |

## Top strengths

- **Site Architecture & Coverage**: 100/100
- **Fetch, Render, And URL Integrity**: 92/100
- **Bot Access & Control Plane**: 70/100

## Areas to improve

- **Content Answerability**: 0/100
- **Structured Data**: 0/100
- **HTML Extractability & Main Content Clarity**: 45/100

## Run an audit on your own site

Visit https://app.nyman.media/ to audit any URL. Free, no signup. Every audit produces a citable URL like this one.

---

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