Marketing Ad Tester

Write the exact measurement commands QA needs for a set of clips, and say which dimensions those measurements can and cannot settle.

Score one clip against its spec on the six dimensions, from supplied measurements and frames only, returning not-reviewed for anything the material cannot settle.

Structure the test so exactly one variable moves per cell and each cell can reach a readable result inside the budget and window.

Decide whether a test has accumulated enough to be read at all, and refuse the readout when it has not, rather than producing a direction from noise.

Read a completed test: what won, what died, what was attributable and what was not, separating a result from a difference that could be chance.

Turn a readout into the feedback that goes back to the angle, hook and script stages, so the next cycle starts from a result rather than from guesswork.