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multi-channel ecommerce

How to Build a Channel-Level Contribution Margin Report That Separates Fixed Overheads from Variable Selling Costs

Blended revenue figures across Shopify, Shopee, Lazada and TikTok Shop hide which channels genuinely create value. This guide explains how to build a channel-level contribution margin report that separates variable selling costs from fixed overheads, so you can compare channels honestly and make smarter decisions about where to invest, renegotiate and pull back.

How to Use TikTok Shop Finance Reports to Reconcile Payouts, Commissions, and Deductions Into a Clean Monthly P&L

TikTok Shop payouts rarely match gross sales — platform commissions, affiliate fees, voucher subsidies, and return deductions all reduce what lands in your bank account. This guide explains how to read TikTok Shop finance reports, classify every deduction correctly, and build a clean monthly contribution margin P&L that sits alongside your Shopee, Lazada, and Shopify channels.

How to Use Shopify Sessions and Conversion Rate Reports to Identify Which Device Types Are Costing You the Most Lost Revenue

Most Shopify store owners track only their blended conversion rate — missing a far more valuable signal hidden in device-level data. This guide shows you how to read Shopify’s Sessions and Conversion Rate reports, calculate lost revenue and gross profit by device type, and diagnose why mobile is likely costing your store hundreds of thousands in unrealised annual revenue.

How to Build a Reorder Point Formula for Each SKU That Accounts for Platform Payout Delays and Supplier Lead Times

Multi-channel sellers on Shopify, Shopee, Lazada and TikTok Shop face a reorder point problem that standard formulas ignore: platform payout delays lock up cash precisely when you need to fund a supplier order. This guide builds a three-component reorder point formula — base lead-time coverage, safety stock and a payout buffer — with worked examples, a blended payout delay calculation and a ready-to-use SKU catalogue table.

How to Attribute Shared Marketing Spend Across Channels When One Campaign Drives Sales on Multiple Platforms

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.

How to Identify and Eliminate Your Least Profitable SKUs Across All Sales Channels

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.