Live Handoff From an AI Recovery Call to a Shopify Merchant
Design a live-handoff workflow that transfers qualified abandoned-cart shoppers without losing context.
Published by Winback AI ·

Key takeaway: A handoff is successful when the merchant receives context before the shopper has to repeat the problem.
Define a qualified handoff
Good triggers include a high-value checkout, an explicit request for a person, a product question outside approved knowledge, a complex shipping need, or a ready-to-buy shopper who needs reassurance.
Whisper context first
Before joining the shopper, provide the merchant with the store, shopper, cart value, question, offer status, and any urgency. If nobody answers, use a clear fallback rather than leaving the shopper in silence.
- Primary and backup numbers
- Business-hour rules
- Maximum connection time
- Callback and message fallback
Review outcomes
Track requested handoffs, merchant answer rate, connection time, recovered orders, and reasons for failed transfers. Use the results to improve staffing rules and the AI knowledge base.