At a glance
Cancellation Rate is the share of orders cancelled in the period, comparing this window to the previous one. On Etsy, cancellations come from out-of-stock items, buyer change-of-mind, address problems, or you proactively cancelling rather than shipping late. An Etsy seller cares because a rising cancellation rate erodes buyer trust, can attract negative reviews, and points to inventory or process problems upstream. Good looks like a low, stable rate below the alert line; bad looks like a rate climbing past the threshold or jumping sharply versus the prior period, which usually means a stock or fulfilment issue worth tracing.
| What it counts | Cancelled orders as a percentage of total orders in the period, shown against the previous comparable period. |
| Sample type | Backend API data from Etsy, refreshed on the standard data refresh. |
| Why it matters | Cancellations cost the sale, risk a poor review, and often reveal stock accuracy or processing problems before they hit other metrics. |
| Reading the value | Lower is better. Read it with the period-over-period change: a small absolute rate that has doubled still signals a new problem. |
| Currency | percent |
| Time window | 30D vsP |
| Alert trigger | >3% |
| Sentiment key | ets_cancellation_rate |
| Roles | owner, operations |
Calculation
Vortex IQ counts orders cancelled within the trailing 30-day window and divides by the total orders in that window to produce the rate. The card also compares this figure to the previous 30-day period so you see direction, not just level. Both seller-initiated and buyer-requested cancellations recorded by Etsy are included, since both affect buyer experience and both point to something worth understanding. Refunds on dispatched orders are treated as returns rather than cancellations, so this metric stays focused on orders that never shipped.Worked example
Illustrative numbers. On 14 Jun 26 a candle seller sees cancellation rate rise to 4.2% from 1.8% the previous period, crossing the 3% line. Investigating, most cancellations are one scent that kept overselling because stock was not synced after a market stall. They pause the affected listing, correct quantities, and add a buffer to fast-moving SKUs. Within two weeks the rate falls back under 2%. They open Vortex Mind to trace whether cancellations cluster around one listing or one cause, then ask Ask Viq, “which listings drove the most cancellations this month,” to confirm where to act first.Sibling cards merchants should reference together
| Card | Why merchants reach for it |
|---|---|
return-rate | The post-dispatch counterpart, so you separate orders that never shipped from those returned. |
out-of-stock-listings | Stock-outs are a leading cause of cancellations, so this often explains a spike. |
dispute-rate | Shows whether cancellations are escalating into formal disputes and case openings. |
avg-review-rating | Confirms whether rising cancellations are dragging your review average down. |
total-transactions | The order base behind the percentage, so you gauge how many orders the rate represents. |
Reconciling against Etsy Shop Manager
Where to look in Etsy Shop Manager: Open Shop Manager > Orders & Shipping and filter by cancelled status to see the affected orders and their reasons. Cross-check refunds and the related fee credits under Shop Manager > Finances > Payment account. Why the Vortex IQ value may legitimately differ:| Reason | Direction | What to do |
|---|---|---|
| Cancellation versus return scope. Refunds on shipped orders count as returns here, not cancellations. | Variable | Use the return-rate card alongside this one to see the full picture of unwound orders. |
| Period boundary. A cancellation near the window edge may fall in a different period on each side. | Marginal | Compare the same date ranges in Shop Manager when a figure looks off by a small amount. |
| In-flight cancellations. A cancellation requested but not yet finalised may be counted on one side first. | Marginal | Recheck after the next refresh once Etsy finalises the cancellation. |