Shopify Reporting Software
Shopify reporting software should shorten the export-to-dashboard loop, not add another app to manage.
Panely is a practical Shopify reporting workflow for operators who already have store exports and want cleaner recurring dashboards. Upload the data you already trust, prompt the KPI views you need, and share one reporting link instead of rebuilding the same spreadsheet views.
Built for operators who start with exports and need stakeholder-ready dashboards without BI setup.
Where the current workflow breaks
- • Shopify teams often install reporting apps when the real issue is dashboard packaging
- • The same store export gets rebuilt into the same weekly charts
- • Stakeholders want a clear view, not CSV tabs and screenshots
- • Many Shopify reporting tools are heavier than the actual reporting job
What teams build with Panely
- • Weekly Shopify sales and AOV reporting
- • Product and discount performance dashboards
- • Store snapshots for founders and operators
- • Export-first reporting for ecommerce agencies
How it works
Step 1
Export the Shopify data you already use for reporting.
Step 2
Upload it to Panely and prompt the KPI cards, charts, and filters you need.
Step 3
Share the dashboard link instead of another spreadsheet or slide deck.
Who this fits best
- Shopify operators doing recurring reporting from exports
- Founders who need one clean sales dashboard each week
- Agencies packaging Shopify reporting for clients
- Teams that want reporting software without another app-management burden
Keep going
FAQ
How is this different from a Shopify analytics app?
Panely is built around the export-first reporting workflow. Instead of installing another store app, you use the data you already export and turn it into a shareable dashboard quickly.
What Shopify exports fit best?
Order, sales, and product exports are the clearest fit because they support recurring KPI dashboards for revenue, products, discounts, and trends.
Can agencies use this for multiple stores?
Yes. Teams can upload exported store data per client and keep a repeatable reporting layer without forcing each client into the same analytics stack.