Data science: prevent duplicate referral redemptions and misattributed points
Data science: prevent duplicate referral redemptions and misattributed points
Data scientists lose visibility when completed orders don't mark referral coupons, causing duplicate redemptions. That ensures referrers get credited and operations track redemptions accurately.
Overview
Unrecorded referral redemptions create noisy loyalty data and frustrate marketing and ops. This workflow marks referral codes as used and credits referrers automatically, delivering an auditable redemption trail and accurate points so data scientists and operations can trust loyalty metrics.
Notable Features
- Validate referral coupon on order
- Set referral status to used
- Add points to referrer record