# manacoldroom.com · AI visibility audit

**Domain:** manacoldroom.com  
**Score:** 81 / 100  
**Audited:** 2026-05-17T09:12:50.666012+00:00  
**Canonical URL:** https://app.nyman.media/site/manacoldroom.com  
**JSON twin:** https://app.nyman.media/site/manacoldroom.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 manacoldroom.com. The audit covers 90 deterministic checks across crawlability, structured data, trust signals, identity, and content readiness.

## Section breakdown

| Section | Score |
|---|---:|
| Fetch, Render, And URL Integrity | 100 |
| Bot Access & Control Plane | 93 |
| HTML Extractability & Main Content Clarity | 90 |
| Off Site Presence & Mentions | 85 |
| Structured Data | 83 |
| Content Answerability | 82 |
| Content Freshness & Authority | 69 |
| Entity Clarity | 64 |
| Trust & Security | 64 |

## Top strengths

- **Fetch, Render, And URL Integrity**: 100/100
- **Bot Access & Control Plane**: 93/100
- **HTML Extractability & Main Content Clarity**: 90/100

## Areas to improve

- **Trust & Security**: 64/100
- **Entity Clarity**: 64/100
- **Content Freshness & Authority**: 69/100

## History

| Run | Date | Score |
|---|---|---:|
| run_1779009168206_9pp21v37 | 2026-05-17T09:12:50.666012+00:00 | 81 |
| run_1778954107287_z6ztzc21 | 2026-05-16T17:55:07.345721+00:00 | 82 |
| run_1778953310511_92qni5t0 | 2026-05-16T17:41:52.093067+00:00 | 82 |
| run_1778356513621_c3ddbdng | 2026-05-09T19:55:15.571925+00:00 | 82 |
| run_1778185091088_j9nvj1c5 | 2026-05-07T20:18:13.001608+00:00 | 80 |

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*Data licensed CC-BY 4.0. Generated by Nyman Media · AI Visibility (https://app.nyman.media).*