AI See, applied to ourselves

K&C measured by K&C: coming end of July 2026

The fourth worked example is not fictional. It is Known & Cited's own AI See report, run with exactly the methodology we sell. Once our second quarterly run completes at the end of July 2026, this page will carry our score and the headline findings. Not the full report; the real number, in public.

Why we measure ourselves

A GEO consultancy that won't publish its own measurement is asking you to take on faith the thing it sells as evidence. We practise what we preach: the K&C methodology runs against the K&C brand on the same engines, the same sampling design and the same scoring as any client report.

What will appear here

As a result of our ongoing reports and developments, we will continue to apply what we learn to our own website to show the difference it can make over time.