Average hours from order to first fulfillment, hours to delivery, and fulfilled volume, in a live spreadsheet fed by your Shopify store. Split it by fulfillment location, service, or carrier, and see where the hours go.
Mixtable's analytical worksheets turn fulfillment events from your Shopify store into metrics you can trend, split, and put beside your sales numbers.
Average hours from order to first fulfillment and average hours to delivery, store-wide or per order, over any date range.
Fulfillment counts and fulfilled quantities, store-wide or per product and variant, so throughput is a number, not a feeling.
Filter by fulfillment location, fulfillment service, or the tracking carrier recorded on the shipment.
The Order Fulfillment template lays out fulfilled order counts across the last twelve months in one step.
Count only successful fulfillments, or look at cancellations and failures separately, and filter orders by fulfillment status.
Convert hours to days, set SLA thresholds, and flag months that miss them, like any spreadsheet.
Customers experience two waits: order to shipment, and shipment to doorstep. Mixtable measures both, as average hours to first fulfillment and average hours to delivery, so promises like "ships in 24 hours" get checked against reality.
A slow average hides a specific cause: one warehouse, one fulfillment app, one carrier. Filters for fulfillment location, fulfillment service, and tracking company compute the same metrics per operator, so the slow link stands out.
Speed only matters if volume holds. The Order Fulfillment template counts fulfilled orders across the last twelve months, and fulfillment counts and quantities work over any range, so peaks, dips, and capacity limits are visible before they hurt.
Fulfillment counts and quantities work per product and variant, so you can see what actually moves through the warehouse. And because Mixtable is a spreadsheet for your whole store, the unfulfilled orders themselves are one worksheet away.
Analytical worksheets cover supported metric and filter combinations. These are the core metrics for fulfillment analysis.
Everyone promises fast shipping. Here is how the options compare when you want to verify it.
| Analysis task | Mixtable | Shopify admin | 3PL dashboards | Exporting to Excel |
|---|---|---|---|---|
| Hours from order to fulfillment and delivery | Yes, as metrics | Per order only | Their orders only | Manual timestamp math |
| Compare fulfillment locations and services | Yes, as filters | No | One provider's view | Manual joins |
| Per-carrier delivery performance | Yes, tracking company filter | No | Sometimes | Manual parsing |
| Monthly fulfilled volume trend | Yes, a template | Limited | Yes, their shipments | Rebuilt each month |
| SLA thresholds and flags you define | Yes, formula columns | No | Rarely | Yes, manually |
| Volume beside sales and returns data | Yes, same spreadsheet | Separate screens | No | Manual joins |
| Setup time | Minutes | None | Per integration | Every single time |
Comparison reflects typical fulfillment analysis workflows. Mixtable analytics covers supported metric and filter combinations.
No exports, no pipelines. Measure first, then fix what the numbers point at.
Install the Mixtable Analytics Spreadsheet from the Shopify App Store and open a spreadsheet.
Add hours to first fulfillment and hours to delivery for the last few months.
Open the Order Fulfillment template for monthly fulfilled order counts.
Filter by fulfillment location, service, or carrier to find where the hours go.
Add SLA targets as formula columns, and export to Excel or CSV for ops reviews.
Install the Mixtable Analytics Spreadsheet from the Shopify App Store and add the average hours to first fulfillment metric. It computes the time from order to first fulfillment event across your orders, for any date range, live from your store.
Yes. Average hours to delivery measures order to delivery, where Shopify has delivery events recorded, so you see the wait your customer actually experienced.
Yes. The fulfillment location and fulfillment service filters compute the same metrics per operator, so in-house, 3PL, and store fulfillment can be compared over the same period.
Yes. The tracking company filter groups fulfillment metrics by the carrier recorded on the shipment, so you can see which carriers deliver fastest for your routes.
Yes. The Order Fulfillment template lays out fulfilled order counts across the last twelve months, and new months fill in as they happen.
Yes. Fulfillment counts and fulfilled quantities are available per product and variant, so pick-and-pack load per item is a sortable column.
From the fulfillment events on your own Shopify orders, synced by Mixtable Analytics. There is nothing to integrate beyond installing the app.
Yes, in a regular orders worksheet. Analytics measures the process; order worksheets show the actual open orders, in the same spreadsheet.
Open Mixtable for your store and see how fast you really ship.
