Where does your positioning stop matching reality?

This compares four readings of the same company: what leadership intends, what the company publicly says, what the market perceives, and what AI systems infer under standardized prompts. It starts with your website and a short conversation.

The interview takes about ten minutes. Please keep it to information you are comfortable having analyzed: no customer names, contract terms, or anything under NDA.