Automated sales report - and how to set one up (with or without AI)
The daily metrics worth tracking automatically - and the exact steps to build the report and post it to Slack, by hand or with AI.
What a good automated sales report includes
A useful automated sales report tracks a small set of metrics daily, not a giant dashboard nobody opens.
- 1.
Revenue (with day-over-day delta) - The single number leadership checks first every morning
- 2.
Orders count - Separates revenue swings driven by volume vs. price/AOV
- 3.
Units sold - Flags demand shifts that revenue alone can hide
- 4.
Average order value (AOV) - Shows whether upsells, bundles, or discounts are working
- 5.
Comparison to prior period - Turns a raw number into a signal worth acting on
- 6.
Delivery to a shared channel - Ensures the whole team sees it, not just one analyst's inbox
Takeaway: Automate the pull and delivery of these five metrics daily so decisions happen off fresh data, not a stale weekly deck.
How e-commerce teams run daily Shopify sales reports
Time per report
Popular tools
- Shopify Analytics - Native dashboard for pulling daily revenue, orders, and AOV
- Google Sheets - Manual copy-paste and formulas to calculate deltas over time
- Slides or Docs - Formatting the numbers into a shareable summary
Time to set up
1-2 hrs per run
Cadence: Weekly or when someone remembers to check
Who does it: Analyst pulls data, marketer builds summary
Coverage: Top-line revenue, occasional spot checks
Delivered as: Spreadsheet or slide sent on request
Implement it with AI
Schedule
Integrations
ShopifyChannel