ChatGPT Visibility Checker – Prompt Test and Site Readiness

About this tool

This ChatGPT Visibility Checker helps you prepare a repeatable manual prompt test and reviews public site readiness signals (offer clarity, llms files, FAQ/schema cues). It does not query live ChatGPT, Perplexity, or any consumer AI ranking system.

How it works

• Generate branded, category, comparison, and use-case prompts.
• Optionally fetch the site for entity/offer/llms/FAQ readiness notes.
• Provide a manual results table for answer, mention, competitor, and cited source fields.
• Link next steps to GEO Audit and the AI Search Fix Pack.

What it checks

• Entity and homepage offer clarity cues (when a URL is provided)
• llms.txt / llms-full.txt presence signals
• FAQ/schema readiness cues
• Branded, category, comparison, and use-case prompt matrices
• A repeatable manual test worksheet

What it cannot check

• Live ChatGPT answers or rankings
• Guaranteed citations in any AI product
• Third-party review site coverage without you testing prompts

Common problems

• Expecting automated live ChatGPT results from this page
• Homepage that never states the product offer clearly
• Missing machine-readable llms assets
• No FAQ content for common buyer questions

Example output

Prompts to test manually
- What is Acme SaaS?
- Best alternatives to Acme SaaS
Readiness: llms.txt missing; offer clarity weak

FAQ

Does this tool query ChatGPT live?

No. It prepares prompts and readiness checks. You run the prompts manually and record results.

Will this guarantee AI citations?

No. It helps you measure and improve clarity; it does not guarantee mentions or rankings.

Related tools and next steps

• GEO Audit
• AI SEO Audit
• AI Search Fix Pack
• What is LLM visibility?