Discount codes are easy to launch and hard to evaluate. A code might rack up hundreds of uses while quietly giving away more margin than it earns, or drive genuine incremental revenue you'd never have captured otherwise. Without looking at usage alongside the revenue and discount each code drove, you can't tell the winners from the leaks.
Why code performance stays murky
Shopify shows discount usage, but tying it together with the revenue each code generated and the total discount it cost you — the numbers you actually need to judge a promo — isn't a single view. So codes get launched and rarely reviewed.
See usage, revenue, and cost together
With Claude MCP Connector, you get the full picture per code:
Claude ranks your codes by usage and shows the revenue and discount each one drove, so you can see which promotions earn their keep and which are just eroding margin.
More discount analysis
Why this guides better promos
A discount is only worth running if it brings in more than it gives away. Seeing the real economics of each code — not just how popular it was — lets you double down on the promotions that work and quietly retire the ones that don't.