Shopify’s product reports reveal variant-level data that can expose which SKUs are quietly eroding your catalogue margin. This guide walks through how to find underperforming variants, calculate true contribution margin across channels like Shopee, Lazada, and TikTok Shop, and take deliberate action to protect profitability.
Learn how to use Shopify Finance Reports to reconcile gross sales, discounts, and refunds into a clean monthly net revenue figure — and extend that reconciliation across Shopee, Lazada, and TikTok Shop for a true multi-channel picture.
Blended average order value hides more than it reveals. Learn how to build Shopify custom reports that segment AOV by customer type, sales channel, and loyalty status — then connect those figures to contribution margin to identify which segments are actually profitable.
Most Shopify store owners measure success by revenue per traffic source — but revenue without margin context is a misleading signal. This guide walks through a step-by-step framework for using Shopify Analytics to calculate contribution margin by channel, adjust for return rates and discounts, evaluate break-even ROAS, and identify which traffic sources are genuinely profitable — not just active.
Most Shopify store owners know their total revenue — but few can tell which product lines are actually profitable after variable costs. This guide walks through how to structure Shopify reports to track contribution margin by product line, build a channel-by-channel margin comparison, and use the numbers to make smarter decisions about pricing, inventory and ad spend.
