Cited Score

A measurement of how often AI answer engines cite and mention a company by name. Each scan runs a category’s query pack three times per engine across ChatGPT, Perplexity, Claude and Gemini.

Measured so far

• Cover Genius — embedded insurance

By category

• Embedded insurance — which companies the engines name when asked to recommend a provider.

The full method — the query pack, the model versions, when a score is refused, and a dated log of every change to the instrument — is at methodology. Why one engine’s answer is not a proxy for the others is at engine citation overlap. What Claude does when it chooses not to search is in Claude answers payments questions from memory.