Money

Automating Your P&L: The Margin Dashboard We Built

We stopped guessing at profit. The single margin dashboard that shows contribution per order in near real time.

A profit-margin analytics dashboard on a monitor

We stopped guessing at profit and built a single dashboard that shows contribution margin per order in near real time. Here's what's on it and why.

What it tracks

Revenue, blended CAC, processing fees, returns, and fulfillment — rolled into one number: contribution margin per order. When that number moves, we know before the month closes.

How we built it

It pulls order data, ad spend, and fee exports into one sheet with a few formulas. No expensive BI tool required — just the discipline to update it weekly.

The one metric

  • Contribution margin per order, trended weekly.
  • Alert when it drops below your scaling floor.
Keep reading like an operator

Get the Shopnaires brief — 3 ideas every week

Written by

Jacob

Founder of Shopnaires. Operator turned builder — writes about margins, AI tooling, and the unglamorous math behind scaling a store.

Read next