Can Claude plan a Shopify discount without wrecking margin?
Claude can compare offer structures using the costs, order patterns, inventory limits, and margin floor you provide. It returns a recommendation and setup checklist for review rather than quietly creating the promotion.
What context should I provide first?
Start with the business goal, promotion dates, products in scope, and customer group you want to move. Then add product price, cost, usual order pattern, and any margin floor you use for decisions.
What should be reviewed before acting?
A promotion decision memo with compared offer mechanics, margin assumptions, guardrails, eligible items, exclusions, and launch checks. Check the source records, assumptions, and any proposed store action before approval.