Are mobile users more likely to abandon carts than desktop users?

As a Shopify store owner in the fashion and beauty space, I've been obsessing over our mobile conversion rates lately. Our analytics are telling a frustrating story: mobile users are dropping off at an alarming rate, especially during checkout. I'm seeing visitors browse products, add items to cart, and then... nothing. Just abandoned carts. Our Meta ad spend is driving significant mobile traffic, but these potential sales are literally slipping through our fingers. I've tried generic mobile optimization tactics, but nothing seems to move the needle consistently. The most painful part? Our desktop conversion rates are solid, which makes these mobile drop-offs even more maddening. I know mobile traffic represents over 60% of our total sessions, so every percentage point of conversion matters. We're talking about potentially thousands of dollars in lost revenue monthly. I need a solution that understands mobile user psychology—something that can detect when a mobile shopper is hesitating and provide a strategic, time-sensitive nudge to complete their purchase. Traditional pop-ups feel intrusive, and I don't want to compromise our brand's sleek mobile experience. There has to be a smarter way to convert these mobile browsers into actual customers.