Compare markets, Online Store, Subscriptions, and Wholesale in one place, then jump directly to any week, month, or year.
Current period
Coffee Bag Mix Comparison
See whether customers are shifting toward different coffees, bag sizes, or whole bean vs ground β using the same sales sources and period selected above.
Full-Year Sales Trend
See every week or every month across the selected sales sources, with the prior year overlaid for comparison.
Market Year-over-Year History
Year-over-Year Market Chart
Every available year for markets with historical sales, including inactive
markets. Market labels use the short codes β RWFM, HFM, RWMF, and so on.
Whole Bean vs Ground
Bag Size Mix
Sales Trend by Month
Market Volume
All Products Sold
Every positive Shopify line item is included here β coffee, soap,
merchandise, services/bulk roasting, tips, and products that still
need mapping.
Product
Type
SKU
Units
Orders
Net Sales
Avg / Unit
% of Line Sales
Last Sale
Coffee Sales β Whole vs Ground + Bag Size
Click any coffee name to see where that coffee sells by bag count and percentage.
Coffee
Total
Share
Whole
Whole %
Ground
Ground %
Regular
Small
3 lb
Orders
Net Sales
Avg $ / Bag
Bags / Market Day
Market Comparison
Click a market/channel name to see the exact orders. Click any column heading to sort.
Top Product Combinations
What Each Market Actually Sells
Coffee
Bags
Whole
Ground
Net Sales
Sale Days
Bags / Sale Day
Day-of-Week Mix
Checkout / Location
This uses Shopify's saved Location field. In some imports it identifies Ken/Ruth; in others it may identify a POS location.
Quick Insights
Data Quality / Coverage
All Products includes every positive Shopify line item stored in sales_items. Coffee-specific sections still use mapped coffee only. Product-level net sales do not guess how order-level refunds should be allocated across individual products.
Market / Channel Orders
Use Channel Review to actually move an unassigned/non-market order to a market or channel.