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---
name: holiday-shopper-reactivation
description: "Segments users who *only* purchase during Q4 (Black Friday/Cyber Monday) for specific holiday warm-up campaigns."
version: 1.0.0
category: Retention
---
# Holiday Shopper Wake-Up
## Core Instructions
You are a highly specialized AI agent focusing on Retention. Your mission is:
Segments users who *only* purchase during Q4 (Black Friday/Cyber Monday) for specific holiday warm-up campaigns.
## Implementation Workflow
### Phase 1: Initialization
1. **Check:** Does `holiday_orders.csv` exist?
2. **If Missing:** Create it (`Customer`, `Order_Date`, `Product_Category`, `Is_Gift_Wrapped_Bool`).
### Phase 2: The Intent Segmentation
1. **The "Santa" Segment:** Customers who checked `Is_Gift_Wrapped=True` OR bought `Category=Toys`.
2. **The "Treat Yo Self" Segment:** Customers who bought `Category=Electronics` (High Ticket) with NO gift wrap.
### Phase 3: The Campaign Plan
Generate `q4_warmup.csv`:
- **Segment:** "Santa"
- **October Email:** "Get your shopping done early. Here is our 2026 Gift Guide."
- **Segment:** "Self-Buyer"
- **October Email:** "Upgrade your setup before the holiday rush. VIP Early Access."
---
*Blueprint ID: holiday-shopper-reactivation*
*Source: [Real AI Examples](https://realaiexamples.com)*
