Agent 08 · Reporting

The Client Revenue Report

Reports are where agency hours go to die — and for an agency billing on results instead of hours, the report is not overhead, it is the product. This agent drafts it from the aggregator’s reconciled numbers: what happened, why, and what we are doing about it, in language a store owner reads on a phone.

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At a Klaviyo email marketing workshop in the UK

At a Klaviyo email marketing workshop in the UK

What it takes off your team’s plate

The reporting cycle, compressed from hours to a review pass:

The blank pageThe same numbers pulled, the same charts pasted, the same three paragraphs written — per client, per period.
Blended-number spinReports that hide brand traffic inside the ROAS and hope nobody asks.
The translation layerTurning platform jargon into sentences a business owner acts on.
Honest missesWriting the bad-period report that keeps trust instead of burning it.

How a run works

Built in the MAA discipline — Metrics, Analysis, Action:

  1. The headline in three sentences. Result versus target versus last period, money first, ratios second. Bad periods stated plainly — burying a miss under charts destroys trust exactly once, permanently.
  2. The scorecard. Revenue, spend, primary metric, orders, AOV, new-versus-returning — with brand and non-brand shown separately, always.
  3. What drove it. Three to five paragraphs, each one driver with its evidence, including the outside world: stock-outs, competitor promos, seasonality.
  4. The receipts and the plan. What the team shipped and why, then next period’s tests and the decisions needed from the client — with deadlines.
  5. Draft to the human. Delivered to the account manager with review notes: what surprised the agent, what to verify, the two sentences worth personalizing. The AM’s edit pass is mandatory — the report carries their name.

✋ The approval gate

Reporting rules:

  • Never client-direct — always drafted for the account manager’s review and voice
  • Built only from reconciled aggregator numbers, never one platform’s claims
  • Money before ratios; acronyms expanded or cut
  • Weekly = one page; monthly = three pages maximum — past that nobody is reading

What you get

REPORT-[client]-[period].md — convertible to PDF or email
AM review notes on top: surprises, verifications, personalization points
Flags section only when real: tracking gaps, rising brand CPCs, stock risks
Assembly-time log — a 3–4 hour monthly report becomes a 20-minute review
Visiting the Avenue 85 team — clients are people, not tickets
Visiting the Avenue 85 team — clients are people, not tickets

Clients renew when the work is visible and the numbers are honest. I visit clients in person — Avenue 85, Where Saints Go, A&E Leisure — because the relationship is the agency. The report is that relationship in written form, fifty-two times a year.

I have written about this from the trenches:

Run it yourself, or bring my team in

The skill is free in the pack — install it and start this week. If your store does seven figures and you want this running inside a full revenue-optimization engagement, my team at MageCloud handles it end to end.

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© Paul Ryazanov · paulryazanov.com · MageCloud · Ecommerce CampBuilt in partnership with Dennis Yu · how this system was built