Capabilities

Prove the work moved something

AI answers rarely produce a click, so the usual attribution does not survive contact with this channel. What can be measured honestly is the answer itself, tracked consistently enough that a change means something.

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  • A fixed prompt set

    Comparability depends on the set not moving. Adding prompts where you happen to be strong raises the number without anything changing in the world, so changes are recorded and dated.

  • Per engine, never blended away

    Being invisible on one engine and strong on four is a different problem from being weak on all five, and the average of those two situations looks identical.

  • Branded and category prompts, separately

    You will be named in nearly every branded prompt. Blended into one figure, they flatter the total and hide the prompts that decide a shortlist.

  • Trend over time, exportable

    The direction of travel on a stable set, in a form you can put in front of a finance team without asking them to accept a modelled revenue figure.

The rest of the platform

These pages are a first pass. The detail comes with the design.