Shopify Admin has a genuine custom report feature — it's just narrower than "custom" usually implies. Here's how to actually use it, step by step.
Step 1: Start From a Base Report Type
In Analytics → Reports, select Create custom report and choose a base type — Sales, Orders, Products, or another available category. Every custom report in Shopify starts from one of these fixed foundations; you can't blend two base types into one report.
Step 2: Add or Remove Columns
Choose which fields to display from the columns available for that base type. This is where most of the actual customization happens — trimming down to just what you need, or adding a dimension the default report didn't show.
Step 3: Apply Filters and Sort
Filter by the available fields (date range, product, order status, and similar) and set a sort order, then save the report under Custom reports for reuse later.
Where This Falls Short
The base report type is a hard boundary — you can't combine order data with customer segment data in a single custom report, there's no aggregation function like sum-by-group beyond what the base type already provides, and there's no native way to schedule the report to email automatically on a recurring basis.
The SnapDash Alternative
SnapDash's report builder works more like a spreadsheet than a fixed template: pick an entity, choose from 24 available fields, filter, sort, and group with aggregation (Sum, Average, Min, Max, Count), then export to CSV, Excel, or PDF. For a deeper look at exactly what's possible natively versus what needs a dedicated builder, see our guide to Shopify custom reports.

