Celinegeara

Scoped, assembled, and reported on.

The opening move is to find out whether the audience exists at all. Columns are standardised to one definition each, and the original kept beside it. The delivered count and the approved count are the same number.

Abbreviation expansion

Resolving shortened forms so a filter on a word does not miss half its matches.

Coverage by field

Which fields are populated and how often, reported per segment instead of as one average.

Sample review

A small extract produced and inspected against the brief before the full selection is run.

We will tell you the ceiling before you commit to anything beneath it.