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The AI Visibility Audit Kit
$179Starting price
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About The AI Visibility Audit Kit
The AI Visibility Audit Kit provides a structured framework for auditing whether AI search engines cite a website. It includes six files: a walkthrough deck, framework guide, audit tracker, and two white-label client templates. The kit emphasizes repeatable methodology over single-run screenshots, requiring prompts to be tested three times to account for variance. It scores visibility across six dimensions—citation baseline, agent legibility, task completion, content citability, entity authority, and SEO floor—using a 1–5 rubric. The audit tracker automates scoring for ChatGPT replicates and cluster coverage, while the templates allow agencies to brand and deliver reports to clients. The system is designed for manual execution using free accounts and a browser, with no automation or guaranteed citations promised. Updates are provided when engine behavior shifts enough to matter.
Key features
- Three-run prompt testing for variance measurement
- Six audit dimensions scored 1–5 with rubrics
- Automated ChatGPT replicate scoring in tracker
- White-label client methodology and report templates
- Browser-based execution with free accounts
- Free updates for engine behavior changes
- Prompt inventory and run log in tracker
- Clear separation of mentions vs. citations
Use cases
- Agencies selling AI visibility audits under their own brand
- SEOs measuring AI search performance for clients
- Teams defending AI visibility strategies to stakeholders
Pros
- Includes a repeatable three-run prompt method to account for AI search variance
- Provides automated scoring for ChatGPT replicates and cluster coverage in the tracker
- Offers white-label client templates for agencies to brand and deliver reports
- Covers multiple AI engines: ChatGPT, Perplexity, Google AI Overviews, Gemini, and Claude
- Free updates included when engine behavior changes significantly
Cons
- Requires manual execution—no automated software provided
- No guarantee of AI citations, only measurement of visibility and legibility
- Limited to manual browser-based audits with free accounts
- Not suitable for users expecting fully automated AI visibility solutions
Frequently asked questions about The AI Visibility Audit Kit
What is the AI Visibility Audit Kit and what does it do?
The AI Visibility Audit Kit is a structured framework for auditing whether AI search engines cite a website. It includes a method, tracker, walkthrough, and white-label client templates to measure visibility and legibility across six dimensions.
Who is the AI Visibility Audit Kit designed for?
The kit is designed for agencies, SEO professionals, and businesses that want to audit AI search visibility for themselves or their clients, particularly those asked why they don’t appear in AI responses like ChatGPT.
Does the AI Visibility Audit Kit require paid tools?
No, the kit uses free accounts and a browser, with no paid tools required. The setup takes about 15 minutes and costs nothing beyond the initial purchase.
Which AI search engines does the kit cover?
The kit covers ChatGPT, Perplexity, Google AI Overviews, Gemini, and Claude, providing a repeatable method for measuring visibility across these platforms.
Can I use the AI Visibility Audit Kit to sell audits to clients?
Yes, the kit includes two white-label client templates designed to be branded and delivered under your own name to clients.
What happens if the AI Visibility Audit Kit becomes outdated?
Updates to the kit are provided for free when engine behavior shifts enough to matter, ensuring the method remains relevant over time.
