Return Prime Reports

Turn Return Prime data into Shopify reports. Group returns by type or review return-level records, then export or schedule with Report Pundit.

Table of contents

Report Pundit turns your Return Prime returns and exchange activity into dedicated Shopify reports you can filter, group, and export, with each return record tied to the order behind it. Instead of reviewing returns one at a time in the app, you get return type breakdowns and return-level detail in a reporting view.

Without vs with the Return Prime integration

Without it: Shopify records returns natively, but its built-in reporting gives limited room to analyze them by type or category, and returns are deducted from sales figures at approval rather than at refund. Reviewing return activity in depth usually means working inside Return Prime record by record, then exporting and reshaping data by hand for any real analysis.

With it:
Report Pundit brings Return Prime data into structured reports so you can group returns by type, review individual return records with their order references, and watch trends over time. You set the columns and filters once, then export or schedule the report instead of rebuilding it.

Reports available

Return By Type: groups returns by their category so you can compare which types happen most and where patterns are forming.

Detailed Return Report: lists return-level records with order references for closer, line-by-line review..

Insights you can pull

  • Which return types and categories occur most often
  • How return activity trends over time
  • Return-level records paired with their order references
  • Return patterns worth reviewing for operations and CX
  • Clean, export-ready returns data for internal reporting

How to set up

  1. Open Report Pundit
  2. Go to Integrations and connect Return Prime (contact our team if setup help is needed)
  3. Go to the Report Library
  4. Search for Return By Type or Detailed Return Report
  5. Open the report
  6. Export or schedule it as needed

Automation & delivery

Save the fields and filters you need once, then export or schedule the report on a recurring basis. Report Pundit delivers to Excel, CSV, PDF, Google Sheets, Google Drive, Slack, or email on an hourly, daily, weekly, monthly, or custom cadence, and remembers your columns and filters so you never rebuild it.

FAQs

Why don't Return Prime returns show up the way I want in my Shopify reports?

Shopify records returns but offers limited native analysis by return type or category, so deeper review usually happens inside Return Prime. Report Pundit brings that return data into filterable, exportable Shopify reports.

What Return Prime reports does Report Pundit offer?

Two: Return By Type, which groups returns by category, and Detailed Return Report, which shows return-level records with order references.

Should I use Return By Type or Detailed Return Report?

Use Return By Type to compare return categories and spot patterns across your returns. Use Detailed Return Report when you need the underlying return-level records with their order references for closer review.

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