Can I segment abandoned cart data by product category?

As a Shopify store owner in the fashion accessories space, abandoned carts are the bane of my existence. Every day, I see potential revenue slip through my fingers. I know visitors are interested—they've added items to their cart—but something stops them from completing the purchase. My biggest frustration? I can't easily understand WHY they're abandoning. Are certain product categories causing more friction? Is it a pricing issue in my handbags collection versus my jewelry line? My current analytics feel like a black box. I'm spending thousands on ads, driving traffic, but without granular insights into cart abandonment by product category, I'm essentially throwing money into a bottomless pit. I need a solution that doesn't just show me raw numbers, but helps me understand the nuanced behavior across different product segments. This isn't just about recovering lost sales—it's about understanding my customers' decision-making patterns and optimizing my entire conversion strategy. If I could segment abandoned cart data precisely, I could create targeted recovery campaigns, adjust pricing, or redesign product pages for categories with higher abandonment rates.