AI Search

AI Visibility Audit Skill

An AI visibility audit workflow to document how ChatGPT, Perplexity and Google AI cite your brand, using repeatable prompt families you can rerun each month.

Published: August 16, 2026
Updated: August 31, 2026
Reading time: 1 min

Difficulty

advanced

Works with

AI answer engines, prompt log, source inventory

Inputs

Brand entities
prompt families
approved source URLs
observation schedule

Outputs

Mention log
citation map
source gaps
repeat-test plan

What it does

This skill builds a repeatable record of whether a brand is retrieved, mentioned and cited across defined prompt families.

When to use it

Use it when a team needs a baseline or wants to evaluate whether source improvements change answer behavior over time.

Instructions

Freeze the prompt set before testing. Record system, date, answer, cited URL and confidence notes. Repeat observations before reporting a pattern.

Do not collapse mentions and citations into one score. They represent different outcomes.

Prompt and skill content

Audit AI search visibility for the supplied brand and prompt families.
Record retrieval evidence, brand mention, citation URL and answer context separately.
Repeat prompts on the defined schedule and preserve system and date metadata.
Distinguish an observation from a stable pattern.
Recommend source improvements only when the evidence supports them.