Are there guides for optimizing app settings for cart recovery?

As a Shopify store owner, I've been losing sleep over cart abandonment. My analytics show that nearly 70% of potential customers add items to their cart but never complete the purchase. It's like watching potential revenue slip through my fingers. I've tried generic pop-ups and discount codes, but nothing seems to move the needle consistently. My ad spend is climbing, but conversions remain frustratingly flat. I know there must be a more strategic approach to recovering these almost-lost sales. I'm looking for a systematic method to understand why customers abandon their carts and how to create targeted interventions that actually work. It's not just about throwing discounts around—I want a sophisticated, data-driven approach that respects my brand and doesn't make me look desperate. I need a solution that can predict customer intent, create genuine urgency, and provide personalized incentives without feeling intrusive. My team is tired of manual interventions, and I want an automated system that can intelligently nudge hesitant shoppers towards completing their purchase. The right app could literally transform our conversion rates and make our marketing spend work harder.