Profit-analytics apps like TrueProfit help Shopify merchants see real profit instead of just revenue. If you're weighing up alternatives, the question isn't "which brand" — it's "which app calculates my profit correctly, stays out of my way, and fits how I work." Here's what to look for.
What a profit app must get right
- Accurate COGS by date. Your unit cost changes over time, so the app must apply the right cost of goods sold to each order — ideally with FIFO, LIFO or average methods, not one flat number.
- Every cost, not just COGS. True profit subtractsfees, shipping, ad spend andreturns — see the fullcost chain.
- Both net and operating profit. Per-order net profit and period operating profit answer different questions — you want both.
- Clear reporting. Profit and loss by day, product and period, with export.
Things that matter beyond features
- Data privacy. A profit app only needs your products and orders — not customer names, emails or addresses. Prefer one that reads the minimum and stores no customer PII.
- Read-only. It should never write to or change your store.
- Simple setup. Set costs once and let it compute — not a weekend project.
- Fair pricing. You shouldn't pay more just to see your own numbers.
How ProfitVault approaches it
ProfitVault is built around exactly these priorities: dated cost batches with FIFO, LIFO or average; net profit on every order after COGS, fees, shipping, ad spend and returns; operating profit once you add expenses; and profit & loss with CSV export. It'sread-only and privacy-first — it reads only products and orders, stores no customer personal data, and never writes to your store.
Switching is low-risk
Because a profit app doesn't change anything in your store, trying an alternative costs you nothing but a few minutes: install, set your product costs, and compare the numbers. If the profit figures make sense and the app stays out of your way, you've found your fit.