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How to Actually Track Your Shipping Label Spend for P&L (Without Losing Your Mind)

Shopify doesn't show your real shipping costs in reports. Here's how to find that data and automate your P&L tracking as you scale.

Shopify store owner reviewing shipping costs and profit loss spreadsheet on laptop
Mathis Grimberg Mathis Grimberg · · 5 min read

If you offer flat-rate or free shipping and you’re trying to figure out what you actually spent on shipping labels last month — you’ve already hit one of Shopify’s most frustrating blind spots.

Your P&L shows $0 in shipping revenue on free-shipping orders. But you still bought a label. That cost is real, and Shopify’s default reporting won’t surface it in any useful summary form. You’re not missing something obvious — the data just isn’t where you’d expect it to be.

Here’s how to fix it, from the quick-and-dirty method to a proper automated setup.


Why Shopify Reports Don’t Show Your Real Shipping Costs

Shopify’s built-in reports track what your customer paid for shipping, not what you paid the carrier. When you offer free shipping or a flat rate that doesn’t match your label cost, those two numbers diverge completely.

Shopify’s help center notes that the Profit margin by order report includes “shipping costs paid by your store” — but only if you’re using Shopify Shipping to purchase labels directly. Even then, that figure doesn’t roll up into a clean monthly shipping spend report you can drop into a P&L spreadsheet.

This is a well-documented gap. Merchants have been asking for a per-order shipping cost export since at least 2015, and the default order export CSV still doesn’t include a “label cost” column.


Step 1: Find Your Shipping Spend Inside Shopify Billing

If you buy labels through Shopify Shipping, the actual spend is recorded — just buried in your billing history, not your analytics dashboard.

Here’s how to get to it:

  1. Go to Settings → Billing in your Shopify admin
  2. In the Past Bills section, click the three-dot menu (top right of the box)
  3. Click Export Bills, then Bills By Date
  4. Select the date range you want

This generates a charges_export.csv file that includes your shipping label charges broken out by order. It’s not pretty, but it’s real data you can work with in Google Sheets or Excel.

Pro tip: Shopify’s help center also notes that you can navigate directly to Analytics → Reports, filter by Orders, and access the Shipping labels by order and Shipping labels over time reports — which show purchase trends and costs for labels bought through Shopify Shipping. These reports exclude return labels and voided labels, and can take up to 24 hours to update.


Step 2: Understand What Shopify’s Shipping Label Reports Actually Cover

Shopify does have two dedicated shipping label reports, accessible via Analytics → Reports → Orders:

ReportWhat it shows
Shipping labels over timeTotal label spend trends over a selected period
Shipping labels by orderPer-order breakdown of labels purchased

Both reports only cover labels purchased through Shopify Shipping. If you use a third-party carrier, ShipStation, Shippo, or any external fulfillment app, this data won’t appear here at all. That’s where the real reporting gap kicks in for most growing stores.


Step 3: Automate Shipping Cost Tracking With a P&L App

If you’re scaling and manually going through individual orders is no longer sustainable, this is where a dedicated profit and loss app becomes worth the money.

The core problem these apps solve: they pull your actual label costs — not what the customer paid — and fold them into a proper P&L dashboard automatically.

Apps worth looking at

Lifetimely by Amp is one of the more established options for this. It connects with shipping providers like ShipStation and ShipBob to automatically pull in shipping costs, and lets you add custom one-time or recurring costs on top for a complete P&L view.

BeProfit takes a similar approach — it tracks how shipping, discounts, marketplace fees, and ad spend all impact your net profit in one dashboard. Merchants using it highlight how it simplifies financial management across products and channels.

TrueProfit auto-tracks all costs including COGS, shipping fees, transaction fees, and taxes, and syncs ad spend from the major platforms. It also has a mobile app if you want to check numbers on the go.

Profit Calc automatically calculates true profit using orders, product costs, shipping, taxes, and ad spend — and includes full P&L reporting.

SimplyCost is a more budget-friendly option that lets you set up shipping costs by weight, order quantity, or order value, and add custom recurring expenses. Merchants praise it for its straightforward daily use and seamless Shopify integration.

Warning: Some P&L apps have known bugs around specific scenarios (like PayPal transaction fee calculation or substitution orders). Before committing to a paid plan, run a trial period and cross-check a sample of orders against your billing history to make sure numbers match.


What to Look For in a P&L App

Not all profit tracking apps handle shipping costs the same way. Before you commit, confirm these things:

  • Does it pull actual label costs, or does it use the shipping rate the customer paid?
  • Does it integrate with your carrier/fulfillment tool (ShipStation, ShipBob, Shippo, etc.)?
  • Can you add custom cost types — like packaging materials, handling fees, or warehouse costs?
  • Does it roll up costs by month so you can drop the number straight into your P&L?

If you buy all labels through Shopify Shipping, the built-in shipping label reports are a decent starting point. But if you’re on any third-party carrier or fulfillment tool, a dedicated P&L app is the only practical way to automate this.


The Spreadsheet Fallback (If You’re Not Ready for an App)

If you want to keep it manual a bit longer while you evaluate apps, here’s the most efficient version of that workflow:

  1. Export your billing charges from Settings → Billing → Export Bills
  2. Export your orders list from Orders → Export
  3. Use a VLOOKUP or INDEX/MATCH in Google Sheets to join label costs to orders by order number
  4. Use a SUMIF grouped by month to get your monthly shipping spend

It’s not glamorous, but it works — and it gives you a clear baseline to compare against once you do move to an app.


Shipping is one of the cost categories that most reliably eats into margins invisibly. Getting that number out of Shopify’s billing system and into your P&L — whether manually or through an app — is one of the higher-value finance fixes you can make as you scale.

Tags: #profit and loss #shipping costs #shopify reports #finance