Expert answer · 1 min read
How do I prioritize which automatic discount applies first?
The short answer
In depth
Purchase History-Based Discount Targeting
Purchase history is the richest targeting data you have. Customers who bought X are the most likely candidates for Y - serving them a personalized discount on the next logical product is the highest-ROI application of your customer data.
History-Based Discount Scenarios
| Purchase History Signal | Targeted Discount | Goal |
|---|---|---|
| Bought starter kit | 10% off refill/consumable | Drive subscription behavior |
| Bought single item | Bundle discount for the set | Complete the collection |
| Purchased 90+ days ago | Win-back offer on their category | Re-engagement |
| High AOV buyer | VIP tier discount on premium items | Loyalty reinforcement |
Data Requirements
- Map product relationships: which products are natural complements
- Set time-based rules: when in the repurchase cycle to send
- Segment by category preference to avoid irrelevant offers
- Test: purchase-history targeted vs. broadcast campaigns for same product
Growth Suite: Advanced Behavioral Targeting uses purchase history to identify the right offer for each customer. Purchase Intent Prediction forecasts which product a returning customer is most likely to buy next, enabling hyper-targeted discounts that feel personalized rather than promotional.
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