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Order fulfillment time

Use your ShipStation exports to measure how long each order takes to ship. Group the results by warehouse and day, then flag each shipment by delay band.

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Someone typed

“match shipstation orders to shipments on order #, calculate days to ship, and show each shipment by warehouse with shipment count, avg days to ship, and status Agrees when it's 0-2 days, Delayed at 3-5, Very delayed at 6+”

The agent read it as

Match ShipStation Orders to ShipStation Shipments on order #, calculate days to ship, and show each shipment by warehouse with shipment count, avg days to ship, and status Agrees when it's 0-2 days, Delayed at 3-5, Very delayed at 6+

What the agent built

4 steps, each one an ordinary Mammoth step you can open and change.

  1. File
    ShipStation Orders
    CSV export · 14 rows
  2. File
    ShipStation Shipments
    CSV export · 14 rows
  3. Step
    Make order key
    Step 1
  4. Step
    Make shipment order key
    Step 2
  5. Join
    Bring in order date
    14 of 14 paired
  6. Step
    Summarize shipping time
    Step 4
  7. Result
    Warehouse Shipping Speed
    6 rows · 3 flagged
  8. Schedule
    Runs when you say
    Proposed

Checked on the sample files: every step ran, 6 rows came out, and the join paired 14 of 14 rows.

What you get back

The result of that run, the rows to look at first.

Warehouse Shipping SpeedSample data6 rows
3 agrees2 very delayed1 delayed
WarehouseStatusShipment countAvg days to ship
East DCVery delayed17
West DCVery delayed26.50
West DCDelayed13
Central DCAgrees40.50
East DCAgrees41.50
West DCAgrees20.50
6 rows in the result. Sample data: illustrative figures, not business results.

How do you calculate order fulfillment time by day and warehouse?

Export your ShipStation Orders and ShipStation Shipments files, then match them on order number. Bring in the order date, calculate days to ship, and summarize the results by warehouse and shipment day. You can label each shipment as Agrees, Delayed, or Very delayed based on how many days it took to ship.

How it works

How to use the Warehouse Shipping Speed workflow

  1. 1Get early accessWe invite people in small batches, job by job. You'll land on this workflow, already built and checked on the sample files.
  2. 2Swap in your exportsUpload your own files as they come out of your tools. The agent checks the workflow on your rows.
  3. 3Change it in words, then turn it onSay what to change and see the new result before anything saves. Then choose when it runs.

Warehouse Shipping Speed: questions

What export file should I use?
Use the exported ShipStation Orders file and the exported ShipStation Shipments file. The workflow needs both so it can match each order to its shipment and calculate the shipping time.
What happens to rows that do not match?
Rows that do not find a match stay unmatched and are not used in the shipping time calculation. You can review them separately and decide whether to fix the order number or leave them out.
How do I change the delay rules?
Edit the rule text in the workflow. For example, you can change the day ranges that mark a shipment as Agrees, Delayed, or Very delayed.

Get early access to this workflow

It will open already built and checked on the sample files. Swap in your own exports and see your result.

Early access opens shortly. Check back soon.

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