Shopify Analytics reports: what they show, and what they miss
Shopify ships a dashboard and dozens of ready-made reports. Read well, they are enough to run part of your business. Here is how to get the most out of them, which settings decide how reliable they are, and where their reach ends.
In the Shopify admin, the Analytics section brings together a dashboard and a library of reports: sales, sessions, conversion, customers, inventory, profit. It is a good starting point, as long as you know what each report really measures and what it will never tell you.
The dashboard: today’s snapshot
Total sales, sessions, conversion rate, average order value, top products, sales channels: the dashboard sums up your business over the chosen period and compares it with the previous one.
The habit to build: compare with the same period last year rather than the period just before. A week in November compared with a week in October mostly measures seasonality, not the health of your store.
Sales reports
Sales reports break revenue down by product, variant, channel or period. To read them properly, keep the difference between gross sales, net sales (after discounts and returns) and total sales (taxes and shipping included) in mind. Comparing gross sales with net sales means comparing two different things.
Sessions and conversion
Behaviour reports show how many visitors arrive, where they come from, and how many reach the cart, the checkout and then the order. That is where leaks show up: many carts but few completed checkouts often points to shipping costs or payment methods.
Keep in mind that session tracking depends on your visitors’ cookie consent: part of the traffic is not counted, which can inflate the conversion rate.
Profit reports: one setting decides everything
Shopify offers profit reports (gross profit by product, by variant, margin per order), depending on your plan. They only work if the cost per item is filled in, in the Pricing section of every product and variant.
Two things to know: a product sold without a cost is left out of the calculation, and the cost is recorded at the time of sale. Changing the cost today does not fix past margins. Fill it in when you create the product, and update it when your supplier changes prices.
Inventory and customers
Inventory reports give available quantities and how they change, and customer reports separate new from returning customers. They are snapshots: they tell you where you stand, not where you are heading.
What Shopify reports do not tell you
Built-in reports answer “what happened?”. Four questions have no direct answer:
- How much will I sell? No day-by-day revenue forecast that accounts for your seasons.
- When will I run out? Stock is shown, not the date each variant will be sold out at the current pace.
- Which customers are drifting away? A returning customer who stops ordering triggers no alert.
- Where should I start? Reports show numbers; it is up to you to find which one deserves your attention today, and what it costs you.
That is Lumexio’s job: the app connects to your store and extends your Shopify analytics with sales forecasts, the stockout date of every variant, margins computed from your costs, RFM segmentation, detection of customers about to churn, and recommendations ranked by what they are worth. To go further, read how to forecast revenue and put a price on inaction.