For agencies 8 min

Build a client-ready AI visibility report

How agencies turn raw answers and citations into a monthly report a client trusts: the prompt set, the movement, and the citations behind it.

A client report has one job: show whether the client's brand is being named, and what you did about it. AI visibility makes this easier than rank reporting because the evidence is the answer itself.

Open with the fixed prompt set so the client understands the denominator. Then show movement per prompt and per engine: where the brand was named, where it slipped, and which competitor took the slot.

The part clients find most credible is the citation trail. Show the pages the engines leaned on and which ones you improved or earned. It connects your work to a visible change, which is exactly what a renewal conversation needs.

Do this

State the fixed prompt set and engines for the period.
Report mention and position movement per prompt.
Name the competitors that gained or lost.
Show the citations you improved and the prompts that followed.