Report Pundit: Custom Reports

Report Pundit is great for anything reporting. Sometimes certain Shopify metrics/dimensions don’t work together depending on the type of report you’re building, so whenever I hit those limitations, I jump into Report Pundit.
For example, trying to use product tags within a returns report in Shopify may not work properly or may not be available at all. Report Pundit gives much more flexibility to combine and customize data across different report types.

Their customer service team is also incredibly helpful and patient.