Winback Engine (remix)

Overview

The Winback Engine is an AI-powered customer re-engagement automation agent designed for e-commerce operators, DTC brand marketers, and Shopify store owners. It identifies customers who haven't purchased in 60+ days, segments them by lifetime value and purchase history, and launches personalized win-back email campaigns with intelligent copy tailored to each customer tier. High-value lapsed customers are automatically escalated to HubSpot for direct sales team follow-up, maximizing recovery rates and customer lifetime value.

How It Works

1. List Customers (Shopify) — Query the Shopify store for customers sorted by last purchase date, filtering for those inactive 60+ days or longer.
2. List Orders (Shopify) — Retrieve complete order history for each lapsed customer to calculate lifetime value (LTV) and identify preferred product categories.
3. Segment & Draft Copy (Claude) — Use AI to intelligently segment customers into high-value, mid-value, and low-value tiers, then generate personalized, conversion-optimized email messaging for each segment.
4. List Audiences (Mailchimp) — Identify or confirm the customer re-engagement email audience in Mailchimp.
5. Add to Audience (Mailchimp) — Upsert lapsed customers into the Mailchimp audience with custom merge tags (segment tier, LTV, last category) for dynamic content personalization.
6. Create Campaign (Mailchimp) — Create a new win-back email campaign in Mailchimp for each customer segment.
7. Set Campaign Content (Mailchimp) — Inject the AI-generated personalized HTML content into each campaign, ensuring segment-specific messaging.
8. Schedule Campaign (Mailchimp) — Schedule campaign delivery at optimal send times to maximize engagement and open rates.
9. Create CRM Records (HubSpot) — Create contact records in HubSpot for high-value lapsed customers, enriched with email, name, phone, and lifecycle stage.
10. Open Re-engagement Deals (HubSpot) — Automatically open re-engagement deals in HubSpot for manual follow-up by the sales team, with tracking for conversion attribution.

Key Features

• Behavioral Segmentation — Automatically tiers customers by lifetime value and purchase recency, enabling tier-specific messaging that drives higher conversion rates.
• AI-Powered Personalization — Generates unique, conversion-optimized email copy for each customer segment using Claude, eliminating generic templates and improving relevance.
• Seamless Mailchimp Integration — Builds, populates, personalizes, and schedules campaigns entirely within Mailchimp, with custom merge tags for dynamic content insertion.
• Sales Team Escalation — Flags high-value lapsed customers as deals in HubSpot CRM, ensuring your sales team can prioritize manual outreach and relationship recovery.
• Scheduled Automation — Runs on a weekly schedule to continuously identify and re-engage new waves of lapsed customers without manual intervention.

Use Cases

• DTC Brand Recovery — A direct-to-consumer apparel brand uses Winback Engine to re-engage customers who haven't ordered in 2+ months, recovering 12–15% of lapsed customers quarterly through personalized product recommendations.
• High-Value Customer Focus — A premium e-commerce store prioritizes re-engagement of customers who spent $500+ LTV, routing them to sales for concierge follow-up while sending automated campaigns to lower-spend segments.
• Seasonal Campaign Prep — An online retailer runs Winback Engine before holiday seasons to activate dormant customers and boost peak-period revenue through timely, segment-aware outreach.
• Churn Mitigation — A subscription-plus e-commerce brand uses automated weekly re-engagement to catch customers between purchases, reducing overall customer churn and extending lifetime value.