Should I use Shopify's native abandonment features?

As a Shopify store owner, I've been wrestling with cart abandonment for months. My team and I have tried everything—streamlining checkout, sending reminder emails, even adjusting our ad targeting. But our conversion rates remain stubbornly low. Shopify's native abandonment features seemed like a promising solution, but after diving deep, I'm uncertain whether they truly deliver the sophisticated, intent-driven approach we need. Our business isn't just about sending generic reminders; we want intelligent, personalized interventions that understand each visitor's unique purchase probability. We're a growing fashion brand spending significant money on Meta ads, and every abandoned cart represents not just lost revenue, but wasted acquisition costs. Our margins are tight, and we can't afford broad-brush tactics that might annoy potential customers or dilute our brand's premium positioning. I need a solution that's surgical—something that can distinguish between a casual browser and a genuinely interested customer who just needs a gentle, strategically-timed nudge to complete their purchase.