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.
When a single Meta campaign drives sales across Shopify, Shopee, Lazada and TikTok Shop simultaneously, assigning the full cost to one channel distorts every profitability decision you make. This guide walks through practical attribution models, incremental lift measurement and contribution margin recalculation so multi-channel operators can allocate shared marketing spend accurately and invest with confidence.
Most e-commerce businesses set prices without accounting for every variable cost, leaving margin to erode through fulfilment fees, platform commissions and return costs. A SKU-level cost card fixes this by documenting every per-unit cost before you set a selling price — across Shopify, Shopee, Lazada and TikTok Shop.
Before opting into a Shopee, Lazada or TikTok Shop promotion, every seller needs a structured profitability analysis. This guide walks through how to calculate contribution margin at promotional pricing, determine the break-even volume uplift required, assess cash flow impact, and compare outcomes across channels — so you can make the decision with numbers, not assumptions.
Learn how to read Lazada Seller Centre sales reports to identify your best and worst performing SKUs. This guide covers where to find the right data, how to calculate true contribution margin, and a repeatable monthly review process for multi-channel sellers on Lazada, Shopee, Shopify and TikTok Shop.
Running a multi-channel e-commerce operation across Shopify, Shopee, Lazada and TikTok Shop means your warehouse serves every platform from the same cost base. This guide explains how to allocate shared fulfillment costs accurately using direct assignment, revenue-based and activity-based methods — with a worked example showing how the choice of allocation method can more than double the cost assigned to a single channel and dramatically change your view of profitability.
Most e-commerce operators know their blended return rate but have no idea how it splits by channel. This guide shows you how to track return rates across Shopify, Shopee, Lazada and TikTok Shop, calculate the true cost of every return, and rebuild your contribution margin model so you can see which channels are actually making money — and which are quietly destroying it.
Learn how to build a multi-channel dashboard that calculates blended CAC and LTV by platform across Shopify, Shopee, Lazada and TikTok Shop — with consistent revenue definitions, cohort-based LTV models and contribution margin analysis to drive smarter budget allocation.
Selling across Shopify, Shopee, Lazada and TikTok Shop without per-SKU profitability data means you are almost certainly carrying products that cost more to sell than they return. This guide walks through building a true cost stack, running a structured SKU profitability audit and making defensible decisions about what to cut, reprice or renegotiate across every channel.
Lazada dashboard revenue is not your actual income. This guide walks through the full deduction stack — commissions, seller-funded vouchers, shipping subsidies, and payment fees — with worked examples and a cross-channel comparison framework to help you calculate true contribution margin per SKU and per campaign period.
