How to Calculate True Profit per Order on Shopify — Step by Step
Shopify's revenue number is not your profit. Use this step-by-step formula — COGS, fees, shipping, ads, refunds — to find each order's true profit.
Full disclosure: Seller Tales is published by JoyCraft — when we recommend our own tools below, we say so.
Every Shopify store starts with one app. Then another for reviews. Then a subscription app, an email tool, a shipping calculator, a page builder. Six months later, the billing page has a list you can’t remember choosing.
Individually, each feels reasonable — $9, $19, $39 a month. Stack them and the quiet line item can run to several hundred dollars a year, or more. And the worst part: most stores never look at the total.
This is a 30-minute audit you can run on your own store today. It won’t make you hate apps. It’ll help you see which ones earn their keep and which ones are just there because you installed them once and forgot.
Full disclosure: Seller Tales is published by JoyCraft — when we recommend our own tools below, we say so.
Not all app costs look the same. Before you start cutting, know what you’re counting.
The simplest apps charge a fixed monthly price. You know what you’re paying. Others price by usage — number of orders, number of contacts, number of SKUs. These look cheap on day one and grow quietly as your store grows. A $9/month app that charges per order can become $80/month fast.
Look for apps that list tiers. “Starter,” “Growth,” “Scale.” If you’re on the middle tier but only use the bottom-tier features, you’re overpaying.
Some apps don’t charge a flat fee at all — they take a slice of every order. This is common in subscription, upsell, and loyalty apps. You won’t see it on the billing page as a line item. It shows up as a deduction from your payout.
These can be the most expensive apps in your stack. A 2% per-order fee on $50,000/month in sales is $1,000. That’s not a quiet fee. That’s a big one.
Apps sell upgrades the way SaaS products do — you start on a free plan, then you “need” a feature that’s locked behind a paid tier. Ask yourself: when was the last time you used that feature? If you can’t remember, you’re paying for a feature you don’t use.
You need three things: your Shopify billing list, a notebook, and ten minutes.
Go to Settings → Billing in your Shopify admin. You’ll see a list of apps and their monthly costs. Write them all down. Include the free ones — they’re candidates to upgrade, and you want to see the full picture.
Don’t stop at the monthly price. Click into each app’s settings and look for usage-based fees. If an app charges per order or per contact, note that separately.
For each app, ask: when did I last open this? If it’s been more than 90 days, that’s a red flag. Apps you don’t use are just subscriptions paying for themselves.
Then ask: who set this up? If it was you, it’s easier to cut. If it was a developer or agency, they may have added it for a specific reason you’ve forgotten. That’s worth remembering before you delete it.
This is where the real savings hide. How many apps do reviews? How many do email marketing? How many do upsells? If two apps do the same thing, one of them is redundant.
Common overlaps:
The sticker price isn’t the whole cost. One app can cost you more than its subscription in ways you don’t see.
An app that charges per order will grow with you. A $19/month plan that becomes $150/month at 500 orders isn’t a $19 app anymore. It’s a $1,800/year line item.
Check the math. If your app bill grows faster than your revenue, one app is probably the culprit.
Every app loads JavaScript on your storefront. The more apps you have, the slower your store loads. Slower pages mean lower conversion. Lower conversion means lost sales.
You can test your store speed with Google’s PageSpeed Insights. If it’s under 50 on mobile, your app stack may be part of the problem.
How much time do you spend inside each app? An app you check daily might be worth it. An app you log into once a quarter to change a setting? That’s time you’re spending to maintain something you barely use.
Add up the hours. Multiply by your hourly rate. That’s a cost you’re not counting.
Now you have the full list. Decide what to do with each one.
The best question to ask: does this app make me money or save me money? If yes, keep it. If it’s neutral or you can’t tell, it’s a candidate to cut.
Reviews apps build social proof. Upsell apps raise average order value. Shipping apps save on postage. These all have a direct profit link.
A decorative banner app, a countdown timer you set once, a “brand story” widget? These are harder to justify.
For apps that do something useful but cost too much, look for alternatives. Many apps do the same thing at half the price. Theme-built features can replace paid apps. Shopify’s native tools can replace some third-party apps entirely.
This is a one-hour project that can save you $20-50/month.
If you’re on the fence, estimate the cost of keeping the app for another year. Multiply the monthly cost by 12. That’s what you’re spending to keep it. If that number makes you wince, you have your answer.
The audit is a one-time fix. The savings stick when you make it a habit.
Decide what you’re willing to spend on each function. Reviews: $X/month. Email: $Y/month. Upsells: $Z/month. When you’re tempted to add a new app, check against the budget first.
Shopify sends a billing notification. Use it. When it arrives, spend five minutes looking at what’s new. Did you add an app you’re not using? Did a tier change?
This is a five-minute task that catches the creep before it becomes a real problem.
The real question is whether your app spend is worth it. If you’re spending $200/month on apps and making $2,000/month profit, that’s 10% of your margin going to tools. That’s a lot.
Put your app spend next to your real profit. See the ratio. That’s the number that tells you whether the stack is working or just existing.
Put your app spend next to real profit — try CostPilot Pro and see what your tooling is actually costing you against the margin it helps you make.
See which apps earn their keep and which ones are just quietly sitting in your stack. The 30 minutes you spend on this audit can save you money every mo
More tools from JoyCraft
For Shopify sellers
Chrome extensions
Independent tools, one small team — by JoyCraft.
Seller Tales is a publication by JoyCraft. When we link to our own tools, we say so, and some of those links carry tracking parameters.