Can you trust the numbers in Shopify?
Shopify is a commerce platform that businesses use to build and run their store and sell online. Its own help pages give 4 reasons its numbers can look different from what you expect. The first to rule out: A day's sales can look low because Shopify, as its help pages explain, records a return on the day it is processed, not the day of the first sale.
Is it broken, or just counted differently?
A number can look wrong because the business changed, or because of how Shopify counts it. Below is what Shopify keeps, where its help pages say the numbers can differ, and how to check them yourself.
What does Shopify keep track of?
Shopify keeps a count of the orders placed each day, which shows how often customers buy.
In Shopify's own words:
The number of orders that were placed on a given date.
Sales reports, read 2026-11-12.Shopify keeps a total sales figure: what was sold, less discounts and returns, plus taxes, duties, shipping and fees.
In Shopify's own words:
Equates to gross sales - discounts - sales reversals + taxes + duties + shipping charges + fees.
Sales reports, read 2026-11-12.
What can make Shopify's numbers look wrong?
A day's sales can look low because Shopify, as its help pages explain, records a return on the day it is processed, not the day of the first sale.
In Shopify's own words:
Sales reversals display as a negative number on the date the return was processed.
Finance reports, read 2026-11-12.An edited order can show up in Shopify's sales reports as an extra order, which Shopify explains is how it displays edits.
In Shopify's own words:
The report displays the edit as if it's a new order, even though a new order hasn't been created.
Sales reports, read 2026-11-12.Order counts in Shopify's sales reports can include orders that are still pending, unpaid or canceled, as Shopify's help pages say.
In Shopify's own words:
Pending, unpaid, and canceled orders are included in the reports.
Sales reports, read 2026-11-12.Sales in Shopify can differ from the money that actually reached you, because Shopify's sales reports count sales, not payments.
In Shopify's own words:
Sales reports don't track money moving between you and your customers.
Sales reports, read 2026-11-12.
How do I check Shopify's numbers myself?
An owner can set one period beside an earlier one in Shopify's reports to see whether a number really moved.
In Shopify's own words:
To help analyze your data, you can compare data from a selected date range to a previous date range.
Setting and comparing time ranges for your reports, read 2026-11-12.To see the payments and refunds behind a sales figure, Shopify's own finance reports list those transactions.
In Shopify's own words:
If you want to track transactions for payments and refunds, then you can use the payments finance reports.
Sales reports, read 2026-11-12.Some of Shopify's finance reports can be saved as a spreadsheet file with every line in it, so a total can be checked line by line.
In Shopify's own words:
You can export a comma separated values file (CSV) to access all data in the report.
Finance reports, read 2026-11-12.
How does Shopify work with Feder?
Connect Shopify to Feder and it joins your Money apps. Feder only reads. It never changes anything in Shopify.
When you connect Shopify, Feder checks the connection straight away and shows Connected only when that check passes. If a reading cannot be taken later, Feder shows it as not read, never as zero.
Other apps that feed Money
- Striperevenue
- PayPalrevenue
- WooCommercerevenue
- Rechargesubscription revenue
- Zohoinvoiced
- Wave Accountinginvoiced
Where do these answers come from?
Everything this page says about Shopify comes from Shopify's own pages, quoted above with the date we read them. Last reviewed 2026-11-12. We read them again by 2027-11-12. If one changes, this page changes or comes down.
Know the day a number breaks, not the month after.
Some numbers are too quiet to judge daily, such as a form filled in a few times a week. Until there is enough of your own history to judge a change, Feder says it is still learning and scores nothing, rather than guessing.