The Complete Shopify Analytics & Reporting Guide

Beyond revenue and orders, the numbers that drive decisions are: net profit and margin (after fees, discounts, returns and ads), conversion rate by traffic source, average order value, revenue per visitor, and repeat purchase rate. Sessions and traffic are context; these are the levers.

Watch them by source and over time, not as store-wide averages — a blended conversion rate hides that branded traffic converts several times better than cold paid social.

Shopify reports revenue prominently and profit barely. Between COGS, Shopify and payment fees, discounts, returns and ad spend, a store doing strong revenue can run on a thin or negative net margin. Calculate true net profit per order and per month so growth decisions rest on profit, not top line.

Conversion rate (orders ÷ visitors) and AOV (revenue ÷ orders) are the two dials behind revenue per visitor (RPV) — often the truest measure of traffic value because it blends both. A change that lifts AOV but slightly lowers conversion can still raise RPV, so optimise for RPV, not conversion alone.

Acquisition gets the attention, but repeat customers spend more and cost nothing to re-acquire. Track repeat purchase rate and the share of revenue from returning customers; a post-purchase or email flow that lifts them often beats another point of ad spend.

Shopify in isolation can't tell you if marketing is working. Put Shopify sales and profit next to Meta and Google spend and your blended ROAS / MER, so you see whether the store is growing profitably — not just growing.

A useful daily check is a handful of tiles: yesterday's sales and orders, conversion rate, AOV, ad spend and blended ROAS, and net profit. Put them on one board and the review takes two minutes instead of a tour of separate dashboards.