Should I use mobile-specific recovery strategies?

As a Shopify store owner in the fashion niche, I've been pulling my hair out over mobile conversion rates. Our desktop performance looks solid—around 3.5% conversion—but mobile? It's a disaster hovering around 1.2%. I'm spending thousands on Instagram and Facebook ads, and when I look at my analytics, I see mobile users are adding products to cart at a decent rate, but they're dropping off like flies during checkout. It's infuriating. I know mobile traffic now represents nearly 70% of our total visitors, so this isn't just a minor issue—it's potentially killing our entire business growth. The standard advice of 'make your site mobile-responsive' feels like table stakes now. I need sophisticated, data-driven strategies that understand mobile shoppers' unique behaviors and hesitations. I'm looking for something that can detect when a mobile user is about to bounce and intelligently intervene with a personalized offer or reduce friction in a way that feels natural, not pushy. My team keeps talking about 'intent-based' marketing, but I need practical tactics that translate into real revenue, not just another buzzword.