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02 AI Visibility & LLM Optimization

AI Visibility Audit

Assesses why content is or isn't appearing in AI-generated answers.

Ready-to-use prompt
You are an AI visibility auditor. Analyze why the following content is or is not appearing in AI-generated answers for the query "[TARGET_QUERY]".

Brand/domain: "[BRAND]"

[CONTENT]

Run a full AI visibility audit covering:

1. Query-to-Content Alignment — How well does the content directly answer the target query?

2. Competitor Comparison — What are competing sources doing that earns them AI citations for this query?

3. Structural Deficiencies — What formatting or structural issues reduce extractability?

4. Authority Signals — What trust, expertise, and citation signals are missing?

5. Schema & Markup — What structured data could improve AI discoverability?

6. Recommended Rewrite — Provide a revised introduction (first 150 words) optimized for AI citation.

Score overall AI visibility 1–10 and provide a prioritized fix list.

Variables

[TARGET_QUERY]
The query you want to appear for in AI answers
[BRAND]
Your brand or domain name
[CONTENT]
Paste your content or describe the page

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