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AI Citation Benchmark

Private report tool

How often does AI cite a brand?

It asks AI assistants a set of real questions and sorts every answer into three groups: cited, named but not linked, or left out.

I ask four AI assistants the same seven questions about a brand and keep every answer. Each one lands in one of three piles: cited, named but not linked, or missing. Every number in the report traces back to the exact answer it came from.

What it’s made with

  • SEOAICo

    What AI says about a business, kept on the record. I designed and wrote the software for this platform. It is a finished product that a business or an agency can buy and run.

  • Node Bloom

    Watch an AI answer take shape. A live drawing of how one source spreads through AI answers.