If you already run a store doing real volume, "professional reports" is not a feature you're deciding whether to try — it's a set of tables you open every week and squeeze for decisions. This guide covers exactly what sits inside them, which plan unlocks what, and the specific gap you'll hit when you try to turn a sales report into a margin decision.
What "professional reports" actually means on Shopify
Shopify groups all of your store's data into reports organized by category — each one a graph plus a table you can filter and date-range. According to Shopify's own reports documentation, every plan sees a core set, but the fuller library — often called the "professional" reports — opens up as you climb from the entry plan to Shopify, Advanced, and Plus.
So "professional reports" is less a single product and more a tier. The entry plan gives you Live View, acquisition, and behavior reports. Paid plans layer on sales, finance, customer, marketing, and profit reports, plus the ability to save custom reports at the higher tiers.
If you want the metric-by-metric version of what these tables hold, our guide to Shopify KPI reports walks each one. This page is about the shape of the whole system.
Which reports unlock on which plan
The practical question for an operator is "what am I paying for when I upgrade?" Here's the breakdown, per Shopify's reports documentation:
- Entry plan: Live View, acquisition reports, behavior reports. You can see where traffic comes from and how it moves through the store — but not sales-by-product, profit, or customer reports.
- Shopify plan and up: the full sales, finance, marketing, and customer report categories, plus inventory reports. This is the tier most people mean by "professional reports."
- Advanced and Plus: custom and saved reports, deeper customer cohort analysis, and inventory forecasting — the reports you build once and reuse.
The categories themselves — Sales, Finance, Customers, Marketing, Behavior, Acquisition, Orders, Inventory — are consistent. What changes with your plan is depth and the right to save your own cuts.
The categories that matter to an operating store
Sales and finance reports
These answer "what sold and what came in." Sales by product, by variant, by channel, by discount; finance summaries that reconcile to payouts. For a store running steady volume, the sales-by-variant report is where you spot the three SKUs carrying the catalog and the long tail that isn't.
Customer reports
Repeat purchase rate, first-time vs returning revenue, and basic lifetime-value cuts. These matter because acquisition cost only makes sense against what a customer is worth over time — a point we expand in the ecommerce business intelligence hub.
Marketing and attribution reports
Sessions by channel, conversion by channel, and Shopify's attributed ROAS. Useful for a first read on which channel is pulling weight — with the usual caveat that each ad platform grades its own homework and over-claims shared conversions.
Profit reports — and their hard limit
The profit report is the one operators reach for most, and it's the one with the biggest asterisk. Shopify can only subtract the cost per item you've entered. It does not know your Printify or Printful bill, your shipping, your payment fees, or your ad spend. So the "profit" it shows is closer to gross margin than to money in your pocket.
A worked example: where the sales report stops and the real number begins
Say you run a POD store doing 340 orders a month at a $31 average order value, with $2,800 a month in Meta spend. Your Shopify sales report proudly shows $10,540 in revenue. Your profit report — if you entered cost-per-item — shows gross profit.
Walk one average order the way your bank account experiences it:
- Revenue: $31.00
- Blank + print cost (your print provider's charge): −$12.40
- Shipping passed to you: −$4.50
- Payment processing (say your processor takes a per-order cut): −$1.20
- = Contribution before ads: $12.90
Now spread the ad spend. At $2,800 across 340 orders, that's $2,800 ÷ 340 = $8.24 of ad cost per order. Subtract it:
- Contribution before ads: $12.90
- − Ad cost per order: −$8.24
- = True profit per order: $4.66
Shopify's profit report showed you the $18.60 gross margin line ($31 − $12.40). The number that actually decides whether you scale is $4.66 — and three of the four deductions that got you there live outside Shopify entirely. That's the gap no professional report closes on its own.
This is the difference between top-line reporting and genuine ecommerce performance analytics: one tells you what sold, the other tells you what you kept.
Where Shopify professional reports stop short
Three limits show up fast once you're operating at volume:
- They only see Shopify data. Your print provider costs, ad spend, and email revenue live in other tools. The profit report can't net them out, so "profit" is really gross margin.
- Attribution is per-platform. Shopify's marketing report and your ad dashboards each take full credit for the same orders. Stitching them into one honest blended view is manual work — one reason teams reach for a dedicated ecommerce reporting API to pull everything into one place.
- Payment detail is thin. Fees, chargebacks, and payout timing aren't broken out per order, which matters when processing is a real line item; see our ecommerce payment analytics breakdown.
None of this makes the reports useless. It means they're a strong starting layer that you have to finish by hand — pulling in supplier bills, ad spend, and fees to get from revenue to real profit.
How PodVector AI closes the gap
PodVector AI gives you Victor, an AI employee that works across your live data instead of one tool's reports. Victor connects to Shopify, Meta Ads, Google Ads, Printify, Printful, Gelato, and Klaviyo, so the costs Shopify can't see are already in the picture.
Victor computes true per-order profit — the $4.66 kind of number — by netting product cost, shipping, fees, and ad spend against each order. He delivers reports straight to your Google Drive, and he can draft approval-gated work like a customer-support reply or a price change that you approve before anything executes. Victor is not a dashboard you log into to read charts; he's an employee you ask for the answer.
If you've hit the wall where Shopify's profit report says one thing and your bank balance says another, start with PodVector AI and let Victor assemble the full-margin picture.
FAQs
Which Shopify plan do I need for professional reports?
The fuller report library — sales, finance, customer, marketing, and inventory reports — opens up on the Shopify plan and above, per Shopify's reports documentation. The entry plan is limited to Live View, acquisition, and behavior reports. Custom and saved reports, plus deeper cohort and inventory forecasting, arrive at Advanced and Plus.
Do Shopify professional reports show my real profit?
Not fully. The profit report subtracts only the cost-per-item you've entered, so it's effectively gross margin. It can't see your print-provider bill, shipping, payment fees, or ad spend — so the true per-order profit is always lower than the number it displays. You have to bring those costs in yourself.
What's the difference between the profit report and the sales report?
The sales report shows revenue and units — what sold. The profit report subtracts cost-per-item from that revenue to show gross margin. Neither reaches contribution margin after ads, which is the figure that tells you whether scaling a product actually makes money.
Can I build custom reports from professional reports?
On Advanced and Plus you can save filtered and custom reports permanently, according to Shopify's reports documentation. On lower paid plans you can filter and date-range the built-in reports but not save your own report definitions for reuse.
Are professional reports enough to run an operating store?
They're a strong first layer for revenue, traffic, and customer trends. But because they only see Shopify data and show gross margin rather than true profit, most operating stores finish the job by combining them with supplier costs, ad spend, and fees — either manually or with an AI employee like Victor that pulls those sources together and computes per-order profit for you.