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.
Your overall Shopify conversion rate tells you almost nothing on its own. This guide explains how to read Shopify funnel reports stage by stage, calculate step-to-step drop-off rates, identify where customers are leaving before purchasing, and prioritise fixes that improve gross profit — not just transaction volume.
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.
Learn how to use cohort analysis in Shopify Analytics to measure repeat purchase rate by acquisition channel. Discover how to segment cohorts by channel, connect retention data to contribution margin, and decide where to allocate your marketing budget for long-term profitability.
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.
