Daily profit equation
A working operating view that connects revenue, spend, product cost and fulfilment cost.
Sprint 3-week sprint
A daily profit equation for ecommerce operators who can see revenue and ad spend, then still have to guess whether yesterday made money.
from $3,500 · model + calibration. ROAS gives a clue. Profit makes the call.
01 What's included
The sprint has a job: get from messy question to a finished piece of work without dragging you into a retainer.
A working operating view that connects revenue, spend, product cost and fulfilment cost.
SKU or category-level margin so budget decisions understand volume and what actually sold.
Meta, Google, email and organic performance read against profit alongside platform revenue.
Campaign and channel thresholds so you know what CPA or MER is actually safe.
COGS, shipping, returns, fees and practical assumptions documented rather than hidden in someone’s head.
A walkthrough and documentation so the model can keep being used after the sprint.
02 Process
We gather the messy inputs: COGS, shipping, return rates, payment fees and platform costs.
The model is checked against real trading data until it is believable enough to use.
Your team gets the view, the assumptions and the watch-outs for future changes.
03 Fit
You can see sales daily, while margin only becomes clear later.
A small COGS or shipping miss changes whether a campaign should scale.
The model can start rough. The assumptions need to be explicit enough to guide decisions.
04 FAQ
Your accountant handles compliance. This gives the team a daily operating layer.
COGS, shipping costs, returns, payment/platform fees and enough order data to validate the model.
Then Week 1 starts there. A rough but explicit model is usually better than pretending ROAS equals profit.
Yes. The point is knowing breakeven and contribution before you scale spend.
You own the model. If you move into a retainer, profit becomes part of the daily decision layer.
Either way you leave with the sharper version of the problem, the first fixes, and a clear view of whether there’s more worth building.