Buyers ask AI assistants what to buy. Citerva measures what they are told.

  • Are we visible?

    Mention rate across every prompt and provider, with its denominator.

  • Who beats us?

    Competitors scored over exactly the same answers you are.

  • Where are we absent?

    The prompts that answered and never named you.

  • What should we investigate?

    Observations tied to the evidence they came from.

Citerva measures. Nobody can guarantee that a content change will make an assistant recommend you, and we do not claim to.

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