Shopify Analytics: Understand & Automate Reports
Shopify analytics reporting covers everything from basic revenue summaries to automated monthly PDF reports combining Shopify, Stripe and GA4. This guide explains what Shopify's built-in analytics covers, what's missing and how to automate complete reporting for agencies and merchants.
What Shopify Analytics Reports Cover
Shopify provides over 60 predefined reports under Analytics → Reports across five categories: Sales (revenue over time, by product, by channel), Customers (new vs. returning, geography, cohort analysis), Orders (volume, fulfillment status, averages), Marketing (acquisition channels, UTM tracking) and Finances (taxes, payments). Advanced Shopify and Plus plans add a Custom Report Builder.
The Three Biggest Gaps in Shopify Analytics
No Stripe net revenue: Shopify shows gross revenue. What remains after Stripe fees (typically 1.5-2.9% + per-transaction fees), returns and refunds — the real net revenue — must be calculated manually. On €100,000 gross, the difference can be €2,000-5,000.
No GA4 traffic integration: Where do your paying customers come from? Shopify Analytics doesn't answer this — you need GA4 as a second data source.
No automated PDF export: Monthly reports for clients or management require manual CSV exports and manual formatting — typically 2-4 hours per client per month.
Automating Shopify Analytics Reporting
Kontrollytics automates Shopify analytics reporting completely. Connect Shopify via OAuth (1 click), enter your Stripe API key, link your GA4 property. The AI then automatically generates a complete PDF business report monthly: revenue (Shopify + Stripe net), new customer development, top products, GA4 traffic by channel and an AI-written executive summary with action points.
Shopify Analytics Reporting for Agencies
Agencies managing multiple Shopify clients save 2-4 hours per client per month with automated reporting. Kontrollytics white-label delivers reports under the agency's logo automatically — clients receive a branded monthly PDF without the agency lifting a finger. White-label plan: 5 client workspaces for €149/month (+€29 each additional).