ChatGPT visibility starts with public clarity
Models need enough public text to explain what a product is, who it is for, and how it differs from alternatives. If that evidence is missing, even good products are easy to overlook.
ChatGPT visibility checker
Find out why ChatGPT may not recommend your product.
When ChatGPT does not mention a product, the reason is often weak public evidence: unclear positioning, thin comparison content, missing FAQ answers, or poor crawl signals.
What RankFortune checks
- Whether the homepage explains the product category clearly
- FAQ and buyer-intent answer coverage
- Comparison, alternatives, and use-case page signals
- Metadata, schema, and internal links
What you get back
- ChatGPT readiness score
- Prompts and page gaps to address first
- Recommended copy blocks for better entity clarity
Comparison content helps recommendation prompts
Queries like best tools, alternatives, and software for a specific workflow depend on category and competitor context. RankFortune checks whether those pages exist.
The report gives copy-ready next steps
You get practical fixes for title tags, descriptions, FAQ questions, schema types, and the next pages to publish.
FAQ
Questions this audit answers
Can this guarantee ChatGPT will mention my site?
No tool can guarantee mentions, but the audit identifies the public signals and content gaps that often prevent a site from being recommended.
What should I publish first?
Usually FAQ, use-case, and comparison pages are the first useful pages because they match buyer questions and recommendation prompts.
Is this useful for new websites?
Yes. New sites benefit from a baseline because they can build AI-ready structure before waiting months to discover missing content.