Can I target by device type for cart abandonment recovery?

As an online store owner, I've been wrestling with a frustrating problem: cart abandonment rates that seem to fluctuate wildly across different devices. I've noticed something peculiar—my mobile visitors have a significantly higher cart abandonment rate compared to desktop users. It's driving me crazy! I'm spending good money on ads, getting people to my site, and then watching potential sales just slip away. My conversion funnel looks like a leaky bucket, especially on mobile. I've tried generic pop-ups and blanket discount strategies, but nothing seems to move the needle. The worst part? I know these are interested shoppers—they've already added products to their cart. They're so close to buying, yet so far. I need a targeted solution that understands the nuanced behavior of mobile shoppers versus desktop browsers. I want something that can recognize when a mobile user is about to bounce and serve them a personalized, device-specific intervention that actually feels helpful, not intrusive. This isn't just about throwing a discount at the problem—it's about understanding intent, creating genuine urgency, and providing the right nudge at precisely the right moment.