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.
Learn how to use TikTok Shop Traffic Source Reports to separate organic revenue from paid ad spend, calculate true contribution margins by source, and make smarter budget decisions across your ecommerce channels.
Most Shopee sellers judge ad performance by blended ROAS and never realise individual listings are losing money on every sale. This guide walks through a practical process for using Shopee Seller Centre Traffic and Business Insights reports to calculate listing-level contribution margin, identify which SKUs are draining your ad budget, and reallocate spend toward listings that are genuinely 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.
Selling across Amazon, Shopify, and wholesale simultaneously creates a profitability illusion. This guide walks through a practical, step-by-step framework for calculating true contribution margin at the channel level — so you can see exactly which channels deserve your inventory, your budget, and your attention.
