Profit Pilot helps Shopify merchants understand their real profit, not just revenue. Connect your store and instantly see profit per product after costs, refunds, and discounts. Our COGS-based engine classifies products as Scale, Fix, or Stop so you know where to invest. AI-generated insights highlight what is working and what is not. Weekly profit audit reports show trends, top performers, and dead stock. Built-in suggestions surface bundle opportunities, refund issues.