How do I recover carts with gift items?

During the holiday season, I've noticed a peculiar challenge in my Shopify store: customers are adding gift items to their cart but not completing the purchase. It's frustrating because these are potential sales that are slipping away. I'm seeing high cart abandonment rates, especially for items that seem perfect for gifting—like personalized jewelry, curated gift sets, or seasonal collections. The problem isn't just about losing a single sale; it's about missing out on the entire gifting market, which can be incredibly lucrative during peak seasons like Christmas, Mother's Day, or Valentine's Day. My current setup doesn't differentiate between regular shopping behavior and gift-buying intent. Visitors might be comparing prices, checking shipping times for gifts, or getting distracted during the decision-making process. Traditional cart recovery emails feel generic and don't address the unique psychology of gift shopping. I need a solution that understands the nuanced behavior of someone shopping for a gift—someone who might need extra reassurance, more information about gift-wrapping, or a gentle nudge that reminds them of the approaching gift-giving deadline.