Revenue looks great. But which products actually make money?
Real profit per order after cost of goods, processor fees, shipping, and refunds — down to the variant.
Shopify shows revenue, not profit
Shopify’s analytics are built around sales and orders — not what’s left after costs. Your dashboard can be up and to the right while your best-selling product is barely breaking even after cost of goods, payment fees, shipping, and refunds.
Stitching it together in a spreadsheet is possible but always out of date, and it never gets down to the variant level where the real margin problems hide.
- Top-line revenue that hides thin or negative margins
- No view of profit after fees, shipping, and refunds
- Best-sellers that quietly lose money on every order
- No way to tell which SKUs to reprice or drop
See the number your accountant cares about
BulkOps.ai calculates true per-order profit — revenue minus cost of goods, processor fees, allocated shipping, and refunds — and rolls it up by product, variant, vendor, and collection. Then, because pricing lives in the same app, you can fix a thin-margin product the moment you spot it.
- Net profit per order after all real costs
- Margin by product, variant, vendor & collection
- Profit trend over time — see the impact of price changes
- Peer benchmark data on Pro to compare to similar stores
Three steps, no spreadsheets.
Connect your costs
BulkOps.ai uses Shopify cost data plus processor fees, shipping, and refunds to compute real margin.
Find the leaks
Sort by margin to surface the lowest-profit products and orders instantly.
Fix it in the same app
Click straight from a thin-margin product to a formula that repricess it to your target.
How merchants actually use it.
Store with a hero product
A best-seller drives revenue but heavy free shipping is eating the margin.
Multi-collection catalog
Wants to know which collection actually funds the business.
Brand prepping for a raise
Needs credible unit-economics for investors.
Questions
What costs are included?+
Cost of goods (Shopify “cost per item”), payment processor fees, allocated shipping, and refunds — the true costs Shopify’s revenue view leaves out.
Does it include ad spend / ROAS?+
Not currently — BulkOps.ai focuses on product and order profitability. If you need blended ROAS with ad spend, pair it with an ads-analytics tool.
Can I compare to other stores?+
Pro includes anonymized peer benchmark data so you can see how your margins compare to similar stores in your category.
Put this on autopilot.
Free plan available. No credit card required.
Add to Shopify — Free