Could customer reviews or testimonials on product pages help lower the abandonment rate?

As a Shopify store owner in the fashion accessories space, I've been wrestling with cart abandonment for months. Our traffic looks great—we're getting around 15,000 monthly visitors from targeted Meta ads—but something's breaking down in the conversion funnel. I noticed that when potential customers land on our product pages, they seem hesitant. They'll browse, add items to the cart, but then... nothing. Just vanished. I started wondering if there's a trust gap. Are shoppers uncertain about product quality? Are they looking for social proof before committing? Our current setup doesn't give visitors much confidence beyond product descriptions and images. We're selling relatively high-ticket items ($75-$250 range), so customers want reassurance. I've read about the power of customer reviews, but implementing them effectively feels complex. How do I strategically use reviews to reduce that painful moment when a potential buyer decides 'maybe not today'? I need a solution that doesn't just slap reviews on the page, but actually guides hesitant customers toward making a purchase. More than just displaying stars, I want a system that understands purchase intent and uses social proof intelligently to nudge customers through the buying journey.