If your weekly report takes someone a Friday afternoon, you don’t have a reporting problem

The standard marketing weekly report is built around a familiar Friday ritual. Someone exports data from 4-6 tools. Someone pastes it into a deck. Someone writes a few sentences of context. The deck goes out late Friday. The exec reads it on Monday. By Tuesday, the decision the report was supposed to enable has either been made anyway or has slipped another week.

If that’s your loop, you don’t have a reporting problem. You have a decision-loop problem.

What the report is for

It is not the deliverable. The deliverable is the decision the exec makes when they read it.

Reframed that way, three things matter:

1. The exec must be able to read it in under three minutes.
2. The narrative must explain what changed and what to do, not just what happened.
3. The data underneath must be trustworthy enough that the decision is the same when audited.

That’s it. Everything else is exhaust.

How Marketeer does it

The weekly report writes itself from the metrics already in the workspace. The narrative is generated by an LLM with the prompt: "Summarise what changed in the last seven days. State the headline outcome in one sentence. List the three best decisions made. List the three highest risks. Recommend the next five concrete actions."

It lands automatically every Friday afternoon, written from live numbers, with nobody's Friday spent making it. The recommendations are concrete enough to act on in Monday's planning.

What we measure

A good weekly report has three properties:

• Read rate — does the named exec actually open it?
• Action rate — did at least one of the recommended actions ship in the following week?
• Override rate — when the team disagreed with the recommendation, did they leave a comment?

Those are the three numbers we hold the report to as we build out measurement. If read rate drops below 80%, the report is too long. If action rate drops below 50%, the recommendations are too vague. If override rate goes to zero, the team isn’t pushing back enough.

The smaller insight

The weekly report is a Trojan horse. It is the artefact that forces the rest of the operating system to be honest. If the report is wrong, the data is wrong, which means the decisions all week have been wrong. So you fix the report by fixing the data, by fixing the workflow, by fixing the brief.

That is the loop Marketeer is built to close.