# AI Visibility Audit

An independent, reproducible method for measuring how a brand appears in AI-generated answers and assistant responses. Includes a clearly labelled worked example, a transparent method, and source-backed resources.

## Pages

- [AI Visibility Audit — A reproducible brand visibility audit](https://aivisibilityaudit.com.de/) — Measure how your brand appears in AI-generated answers. A transparent, repeatable method and a clearly labelled worked example.
- [Method — AI Visibility Audit](https://aivisibilityaudit.com.de/method/) — The full, reproducible method: scoping, prompt sets, answer capture, scoring, and evidence review.
- [Worked Example — AI Visibility Audit](https://aivisibilityaudit.com.de/worked-example/) — A concrete worked example with illustrative fixtures clearly labelled versus actual measurements. No fabricated rankings.
- [Resources — AI Visibility Audit](https://aivisibilityaudit.com.de/resources/) — Source-backed resources, further reading, and public formats for AI visibility measurement.
- [About — AI Visibility Audit](https://aivisibilityaudit.com.de/about/) — Who publishes AI Visibility Audit, the editorial policy, and how independent this resource is.
- [Contact — AI Visibility Audit](https://aivisibilityaudit.com.de/contact/) — Contact the publisher of AI Visibility Audit.
- [Credits — AI Visibility Audit](https://aivisibilityaudit.com.de/credits/) — Image rights, provenance, and attribution for AI Visibility Audit.

## Method

The audit uses a reproducible method: scoping, prompt sets, answer capture, scoring, and evidence review. Fixtures are clearly labelled versus actual measurements. No fabricated rankings.

## Publisher

Published by NovCog (https://novcog.com). Contact via the contact page.

## Limits

This is a worked example with illustrative fixtures. Brand measurements require actual assistant answer captures and run metadata. Site traffic analytics measure site requests separately; they do not measure AI answer visibility.