Identify the launch audience
Decide whether the offer is intended for existing customers, new shoppers, subscribers, a geographic segment, or a limited release group. Ensure Shopify customer and order data can represent that definition appropriately.
Control product scope
Use stable product or collection identifiers, document bundle and variant treatment, and plan for catalog changes during the campaign. Customer copy should use recognizable product language.
Measure beyond initial orders
Review product mix, contribution, cancellations, returns, customer type, and later behavior. Separate inventory, media, seasonality, and launch novelty from the incentive when interpreting results.